{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "dd30d344-6ee2-42fa-badc-71d904bde9d6",
   "metadata": {},
   "source": [
    "# 视觉问答 VQA\n",
    "\n",
    "使用 Bert+ResNet "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "734eb8cc-375e-4398-ba8b-b94f3a84e035",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import os\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "import torch.optim as optim\n",
    "from torch.utils.data import Dataset, DataLoader\n",
    "from torchvision import transforms, models\n",
    "from PIL import Image\n",
    "from transformers import BertTokenizer, BertModel\n",
    "from tqdm import tqdm\n",
    "from IPython.display import display\n",
    "import matplotlib.pyplot as plt\n",
    "import torch.nn.functional as F"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e81bed3-6667-42ac-969d-f3697103a0ef",
   "metadata": {},
   "source": [
    "## 看下数据的样子"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3b548ed-21cb-473b-9a44-dcb9a2b5cb28",
   "metadata": {},
   "source": [
    "#### 查看问题集"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "340132cf-355b-4e90-879f-a354ca4b2858",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'question': 'What is the man looking at?',\n",
       " 'image_id': 27578,\n",
       " 'question_id': 275781}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "question_path = \"/root/autodl-tmp/OpenEnded_abstract_v002_val2015_questions.json\"\n",
    "\n",
    "with open(question_path, \"r\", encoding=\"utf-8\") as f:\n",
    "    data = json.load(f)\n",
    "\n",
    "questions = data['questions']\n",
    "questions[1]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03a28a50-d5a0-4a7e-95b8-e805ac744c61",
   "metadata": {},
   "source": [
    "#### 查看图片集"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "894633cd-67c2-4ce5-8273-6e919b8683ea",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/root/autodl-tmp/scene_img_abstract_v002_val2015/abstract_v002_val2015_000000025841.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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YpJjixDdBm4+ZnRnqEtJK+tC8WW8uQBsDqI3azdziVD9+iXvYLURkOlY2D4InE8rXiOUBejKhfEILHHInEYoaVaCoK3+iUBOX4b6WGDcRos2vPlxtLj5mvmwisSpIZp6V8mrmrE8iX9bNW6cToNioBkwDSPM1naPRQ0pDwCb+JliQPAjx0MUUe3BTZFJrOaskR0Xk6AqiSytcVCoVso923bJrL3R9LLwGuWH1K+VwvHrizfP/w//3Xz8+MjrWmrVVWUejdRLeHg8BCwy3nsPJOglPscqEFWleSgMnEtqQhdKr4STOsHdQZuIBq61qtSoz4diwAC0A2UzW7rGKcq/r1fjqbGfcZbxo3Ti66zXMKYToSpNnQ3yH5kewQwdknQ6cbYCbzqFFGeuhHA6dTmgY8sMzmfL4XDlz6/ZwC2mTHLpt8bjJMeN5RWDY1axebfXgnJKHEd0CGovCuicVchgTwAN8AoAI4rCiZDziseIx/BKYKcxQP21YvjbqMK71htdTSpuXj6Uvm7IB8dTxGP4qfRS+rB87eT6EUQg4jG80enRpGM/08LWqxy1ZSlV31UWMriC61N0upFMh+2jXLLtxhFQKb23iVKgrKShBONifi0vLy4Q35bOl47uy0tLAT97ecVL6Ef5oPUkrxqSnkuUoWjThaiQW6sNFS5BCsfG00kerrCqz4YoUaWYrPCv6robzTPk1DvM89FllqCy6G2+Xk0bRKiSbBjA4DCh0lms+mr9CdcG1/BrOs0ODtKqW+Lp+F62Hp2JQoVV8gKvJmNf9rmVW9bj4KRr+4aHh+gyQ5kVZNA/OAvL96YWyjM3Cil8oIpfi0ExTkARQbXkCcAdQp0ocfhEJX1W+bAShqyiEKOVtvTJgLtZVJQPyBADJ2AbIAoAq+SQjM2JVKQJ5BUgVIAA1VhsGdKjrwMtdR12tuy5LsSOvu7JUaZuDj5Evm4qjMzIRTCKKQuryUfiyJqIEKCAzYBlAJv4aFo0eURpRpHlHnSvklVQUvqmpkfgxhanuhwlFjKkyoji8gvASH7vEiD66Vc1uSKFCWwyFd3UFptIFl89MY66UPbotU+5tLWeWCyI5WxFyJHMpTg4MCaUd4U+UlArHJnLSdsKhU560mqG7hoi0Q+zFceoA2EGxge6ySqELj6yA5MEjzGbk8CPMdfjxw/D8jBVeKLJTrStRqdRE62FlZzRMyYg/VHDpHL2CcdYvNxonl89pP267Il1SqddJRRQ5OAkSdWETySSysCKhD82XreCta8qSqt6yrR+/ZDUbsTxATyb9CNVIzgodFirh5NLL4qOoq7JbkdKV8lWYNutrqi+bkls8dTyGv0ofhS/rx2Y+AUpiLBP/ZLAQKULAyXgmbZuLW431uTjZyVSqbhUCB2sMh4Q3LrzExy0xoo9u1bIbTqDELc0nvPJCGCZruLaurkDVoRJEpQxLumSRCpGbsydTKdMGA30miQ/V4aLhPBNfKWE2gS6zsw6NO+HgKAZWiYJpRjaCg2cTu2UL8AOyR8vz8SCtm57FpoeQTeawt/CsrENvI6kyG9MpcyitBGVis1T9BLlpXWkNJwpeXpzDRsHCOAukrNFkiF9Hs8i2jow0Asix1jJwQWHl0BwqEJ0KL9EY+pwcU1OkPruqcCVTs4kmqI1zauoIgoiiYBMSICdAceZepYJwqvCSCrWVSoYZjxWPEVmzQ+4k/Ogp8/Xiw+uyfrzUINrs6sO1Plwqnevi50pWyg3T0F1oTPsY+bImkgQoIDNgGUAm/hoWjh5eYqpW84s7B7kGIR4eMcUe3ESZjaLoRjcsutRuaCKkRJ1SA9KGEKKWKRloe318eANsKwB9P6WaQ8sfgg3IjQmRs7fLSuGN0n90d/NMeq1Y+XuA5RoXSefQdAoARU3j6LNG9OcJN8EUvq/AyToJL60LbCm9boAr7SidtlCuIhsCvj6gyppgbh6mcgPMzctX7NSvEnahG0enOUY63dIg8q4DZTmyLSPLxUpBPmDh9bKve04LFMo4FsGhTI7pkCRMpOAcihpakFAGoqXkYUQ3AlPIUIUcbu71qH6DiGBsVr3aB+b1VXbJ0JK4PiKamdWFdwiTELB7GHxpH4Uv60NW2QQowEuGZeKvYVVxqIpI1+g/xzCLKfZzi8+nUHbrXrdbunDm4SUu+kRILvy6J9degLWsMV9zZTaDMD4qchgjc+GgBZDuDCdvleXqWN1HaothHXtADZj6U2Hqy1rWcxuoy3gu4OVidklkcrFiYdfzI5fN6WSFsS+lEGKxSBSDhOJojOhSn1gh2YQ8fGi+bAhvHziEKMWt3mJo5GME+gSIywZ5BCEGHomQIkTXLD18PBmNETgbsRygkwjQJQY4LJxEYlKN6FCqhJPTxRvgDJlsseojnZlZ9bxdlK6ku+NCwG4UX9pH4cv6kFU2AQrwDFgGkIm/hoWjh5SEgDW/uHOFvJIKpUmAEkobKLCYJWaZGDFQUQzAzNgM9bFKhOSjqUt2dSuuiXtNxNGdU5uFN41g1ISg8dJKS2WIx7bOjPTg0zdCyFqHT3myoerksQS7CpzFWoBppcsisADqM7sL30kCmfgeGhbaAEVn47CZTv3I6LSmVWc7o2GKlTtTYc0idehifWbdTtqFo+uzQQ6SxnXOOuEgIgGYAuuzXaYXqLlR3ekQVm6Uiqzkbf9ozX3lRlnmMMYmHjk6b6/RkWZ6hopkMzHzMkNDedkF1VHFca1PeT1lq45XOFV4SXVtrzc/SmHmaYaml7pefCCn/3NRemECFPWTLtiR1fN2UbqSbuFDwG4UX9pH4cv6kFU2AQrwDFgGkIm/hoWjh5do2mrOqbimQo6XJjG7xIjxdXoxzIzNUC+lyiVGNNBWBVq9CqviXBVRVQ13iGpQeCvSVlIOXydB6xPvrVRztAKkz3u7RI4OwJd32S6zGamTRnI4hSRsmkBpUvoAoQVQirSJB+szwV18wkRyobzjklR4qUQvQuHVyrRWbdkfuk8Y79hqvIZ4u0JBzUVeRIejD1zPbKSkKSoKbU9oQWLmqTkYCSygsShMklTIYUwA9/DxZCKIfEUBsgDARxCRdUidRASytyhAoQABqJcoJldhURsfdzX1VXYhV91Esxn5+Pmy7qbEpF2UrqSbKATsRnGlfdi+rAvRk4xHM2AYQB6mvkw0ekhpCNjH2pj1knpzAYKY4gB+JCDF96y61quFMjM1QzWNfU6E5KOpKVu/ClNxSoVcUwNTE1ep8KZpkbWhg7IA2uJp6gKUoxX8uKgpcNPUSKmb5KukWnrShckQBq+lrs1MyxcA9AmNt9rPWnUR4Mo6zYzdZ/DhRcrOVN3mBPSxKLEIVUu3KoQGcS2QoSBMgBSoYSwU3MjHC/TmQrglQrJoU6CGVOYFG/kZgV66xLk68KoDi8TiVocICW0hV0vWuvANYRICrq4rDFRV809JGI4eUhICNjTBCPKSe3MBgpjiAH4kIKGyW9c63QKZGZuhLrpYBBduzcn6VZaYU2LEmhtXM4MqFd7k9QasCewcu4NU0tVZOkn96Zfx0O03td3dJw4eErauaSJRMEXnJrYxNQ9DUSgvf4HmQTj58EfrLuHa4uvGARjletMN5ryHH9dbmiIHRnXjFVptwhp8aL5sKHdPQShRaIGHPDpj8aiNU23U0fKlGctkcsRjxWP4ZfZQOBkn4UdPnlcs6sAHNQbuxcmlMGBCJlus2qUzM6qer4vSlTQ0IgXIxciVTMHAgFo7o3AO4SUGQRKBghyDEA+jmGIPbmRmPRVdcyPMUF8jEiH5aKrK1qeiWC6xCFUJv6ZEq67wloolWP1KetMyb+PYgfj53ckIDlPE6tbnUZV4pQzNhckYSoACv/yKh80ojJ+GK2upgbkuV0WejK8fXWWupIPkhjlpJ2FX7Mq7kmq88ojAkcWiRD+cbdbtbmiIWSepEQ3tTAqKZxGPkbSuSDxfNd6sNxfJZ5MVJmpZACkASNbqKsmSMU+GtRoirAbPZK15B2FFdGJEkaED0mGTQXqK9EThdYSUhIANDQ6AvKTeXAxyoDgdIKGym45pQmxzO81QF8tYBBdu1cnaK0nEIRFS1Y1Yc8LqFF5XJ7iSRuGzOW7Xa6tAOBHfr+AaCQHUZAq/wsKD7ihXTqJS7Aa503QoDvXRddVb4VRJufmoNP54YO6M5uWDVbjZtHa5g+YkLEyd9Z91xRqusD0Zd02V/vRCKzk3qUq7AUDzZSuEdoq7qpWApOeEe/w0LKsdfAPUAGgkU5kDS4TkYFedsKsx12aGJq+rVvqEXeUWyFilBTQWuWl12ohoBGoK8zlAEgCY6fxQD5kn48d08kYsD9CTcegSJxR5bTwc6qQ3ygTC1dW665LLkTWBDGYUcDAwMYDM5B6oi8qV9KAgE1HkR/ViJyBMgOLlqWtMRqiww1HDS1I2Wkvlqy+CPzFjij1MYzMJFd261mluRKIqEiHFNjoCobYKIqkjCyNE2oRFVSi88b2DmyuVXKUfLSMO2crySqYpSxXTmsRuDu60u/8yUJ6aEMu1AVZDN45i6tK8nKSdcPJuZkh74C5cRylz4aNqT52uIg8jD08bKQALADzcas5Uy97dp2FC6L7xlIcQEqxkYQI/pt2y6WdkJsSlIYStp+pEmVhGsQjO4CfATCRSTUgGISyQoSCsohSoYSzM8CDjIMRMmRRab37R9aavzUPhyUTXtJaldVV2XXfG2ptr5mCGpuixCAYRRYYKVhPbVV26alyECZM18E9MmhgxXuaEqq5zn47nmBQj2IggxMcrFsGHnzpbWwWR1JGFqQXdFARVKLyVdiXpr6mpKSmsLEuuBeoPCdxaUIVVIEUFiQpXU6NVpMni6tR4pIrEBaKOFxCoPI7WRLBOsMg21iiTVlITs0GfMuKyazO2AKlJiU7ehhhMFEdjRJcGhDUCEvLwofmyRs4BYChRaEGARTjA4lEPTrqORLwCSAGAZhc9lh4yT8ah9yeMWEagn9KcN5OaoWYOXqhDqRJOzouUMld3ZdcWq3bpgoyq5+midCX9XRVR5EdF3oXtShoQFSgBipenZpSMMKaOECYhYF112DlIFoR4aGOKPbgRmfVRdIPCByE+oWMRfPipstUzD6UMLUgl2Doh11f4mhTeJD2wvLIMifGfCiYIqERpRYp506HgwCusIIIDFF76hmoaE74bBrJkB+VIhrmFlbYH2LEcRHuAmdV9naXfw9ax+XpAD+Dmk3xL4nr1gD0H6jYV6sYovoHpqkqHHV97CMYaVRNSe0JwjJAxxQkrAVpCRgnRktVbV2bJqozEql6e6ikjBVqHwtVtSUqFF8KklQcmPyirlmFPK0AJeazAVLgCpXcN9ypYhwF+51XpH173S05oa/1EoYjhBXVg4cxvMy8zNCCRD82b9eYCtBoQgpbYChLJx2IeUoWmrJyNiEZghcaUCpAEAA5VeAlQPIWejEPvTxixHKCT8JOF5j0UTsZJhNKFFTiUKuHkwtATwetu3U1UaxKkYPuCkCR8iOOidCXd1CFgN4or7cP2ZV2ITjIexYBhADkMfYlw1JCSELCPbSAbJAtCHKKIIgcnUSLhHa1u9VGoILMgxCV8ZKELL3WyOsahVKEFqQWrM8HGESylwpu+H0qlqA/cMfzQT9y5qxHnqLVOMVy2iteyB1xz236/8dQOC68Lw3Tr8aC7Mh4yF7yOyVWvorYKUlOnJkjal0HGQUhSXkG8evIi943Oz+kBJWi9pXW415CATLZYtUsXZFQ9TxelK+luaAjYjeJK+7B9WReik0yA4uA6iRRE4ajhJU49VST+u09+RJrxEW7rQ1wVnfcOJvm//Plfp2jd6szNFAKEoqb7vuxqhysZypwF5XIJP3p2Gg7UrgoimGHNm9qcwszAwHMLtK49wNcbDqd/vPQQOxE73FLqQjcsbTqWRyyCU6MZ0wx1iHTCh+bLaqzocyhRaEE0P0+pxSMxpwSICVAchckShRSJqDySq4yHzJMJ4kZBHFInEYUdXuaQO4lw3JCSCmUlFYKaCEzLbv2su5DJFqt26erGCP3gksaVdHdQCNiN4kr7sH1ZF6KTjEchhgvLl3UYhSRclD6MkJKU/DVTN9kSN4NCgf/+rXG3zls9YM1pPWtM543bR+kUXrsdbGLCo1y0t97iBcTKdPckpBfoy8qtIUWdSVlv4a1SDzj+1hw0DLwaO2cAnYT7URAjSYUmDDEaI7o0jGet8PWpNUrqdZIoRbWRqJGF5nYbSRygkzATG6AeCifjJAwUCUF1YJGwphRoqyCUj6Uvm0I2GzWEQQg4hL8P25f1E7E4BiURhp+vOx/OP6QkBOzmaUp7ycrCD7I0MukdM000W7Bfxh7gTNG/zdv+FAqv99JI3GS48Cpcarz2a6Ofkw02smTZCi7AIt48o/CMxFvANe8Bz9jSgs9BA1DD83nfxhO6oAZJHQW7Bh6OgEYeCYWMRIssNNbqBqamjiCIKHJXWRk0D9RL7c15EFc5E19zPEY6EevNj7UrnpU/6QRabWzKhZ99qqE2FyMXF0KrO2zKEAYh4GRV1USsqzAwMYA0tv8cjhpSEgL28/XnK2RMWTn+XcGztojE1vPW32Nb+c3eA6vtw8tva6qPnIuHWQuU+ILCZm3qrTOHaA1bxwbvAYyttg6keJvaMI2yp2ad5UnBNRQ1tCAoawrUIHEUpB6Mw3mEl0AmT6EnEyXwGpRVL0v1lOHNqqsrQ3g161hS715z8XMlwxoYj2LAMIDS8w9hEgIO46/hYWR8XNMtbRF/uFjceW5rwq3zVg9swB4Im89+URMqvEnZ+dnDIwHfSJQPrx2AlZxM3GxDYIABAcRfhmMRN6LgRWiiNxJuAde8B9T7DQbIfaMkzH7vwfhZarAaw0QDmQgpop0J6G2UBJgR9XiLquIVQpRwHbNXgEDOYh5SRQA7yUUWyyuAEAAE6zVBqiAzkniAnoypVg8sgK0AAaiHJlGmXnxQWV2VXbtptbcQHHxMfNlE3WQh2ZQRDCKKDPW4sF1JA6ICxaMYMAygdPxDGISAw3hruJfMm3Pj0K2hCTdxbvzkP8xUfqyt/GbqAffzeq3l9swnT6b+kiRUeFFxlYJoRUeL7lZ+NCzuzA0iaOXlpxZl5a1Slrh6tsrr2wOei8ges3RxeBMMdAKU2lqVsIKEaLXJkoDaKIcFNBYlYLkWKMllS44ZLneNPGokp1x1YOFpXv2U3YpwtctYO4dKI+N5xWNUuHlGIAFhAhQ3cyudgsiMaoZWO3m83Lw5v/D05eUCtjytvJ4bOWDI+0B+8q38JuoBzgS6sKz24anCk1ntmiv8kyu8Nk06OTPlEled4eBF479wbJbOiRdRGH/l1gArbyMkjuPjMNxKrEsP6DHkWY+phlEgd7omAcEomld0qarbRjFjmqEBmX1o3qw3F6CNAaSiToUcUXGATwAQ0+8RvA1FQe4GJAVKhmnEMgLD6vHCzaRmqJfSnHMo/dYAM3ostK7Krj2yjoyxtccg+Bj5sjHEuthF5UoaSjUo5mxgEkERj23AMIDCqjCjmqHVXnhebt6cSS5iLOPR3YBfk8vKyyk7uQzjE85bSq+p5zYfrBEvNe3Qq0JiaSVukDOrnERi0jVDTKbw1tCAau7prM5/MTFfwBsnfw3JpF6zTtyqqNIDHLuo6ZLTu4hEIVXYRabqwCKSf+2FKSQMRQ0tqF281eQQEDsASFZ7lWThzNMxDGArQAAaXt2mKkG76tI0m4mPly+bvmdqZsAqXUxcyTBhEqAESVMQmVHNULfowUrDIRVulZQR21fMtRi08jZAIWIcfD6Dab66Oi0yhQ1Uc/6HtJHpFnAj90ABY7y9JSNHeyrGqaTyOtPFSSSlXD88TOW4o9KaSiqOxil33A/1taF4uBm50w6Z57ZkQcFAuTXAt2jr2MA9wPHEj1Z402Yh/o0nwlsSMjHCCdKX2FXUs6b68qoHN4tHYk4JEGNRAggBQLKxqoLMSGIExosQIAsA4nn4MRQL/qkDL/Kuq3XXlqlOovmbXmU+Wqh0stYbm/x8PH3ZqEanQA1UE8VXlxmk00XecwSi2u3U+kjrpdnKvXN6gMqZVtBCWqWniHZJVYZMDQyh2YjgVbaVWgHQcVPOQAOyLOboJPYTD/axTjPvTjPvOWw6OtM34wLcWrzm6Z0NleE4uq8f5p2xpSbsZGoQO5ZHLEINlbtI61FNPXi4RPIna2NfG7VfFn8+Ofd4zHpg+OWrZ94rnzdXz3qq41UveWw+Pna+bEIRzbw0cXU8beoY4phiLYL3nIIoHNVQYgB5K06Sq44JFZslPHNp5aXvLg+e9E8Btv5s2h5IPI7VTZ8N1y8xFt56tNJ6PbSvFaXrJOXqxyMPxuOl0usv23A9+0sqkHtcnMnlAuYTxZZzEZj6EcXRGNGlJpZBWAIePhRv1psL8o+GpKY2EhiB4RUH0AOAmH4PZ20qCXI3YRGWHDPAwSF1EgGURABFzj/14pOo1kik+ll30Sbrf42ts/vG10W+bGSbKoXVUVXo3SnycvFzJd1YOh1TbPPyYfmympfpbEYl1FBiAJl4umFeTt6cG09VF8XfLqO/7jKeu7X6eHrq3sps9cA69EC8hTfqgkggcMm105ofPfHbhYuQ4qwwRFmj14roQtlKrnMPqCmDwS1D4+UYM699ubMmP4eU8tY4JRPUtvo1RAlh1Z5ChhSoUfXWpSwgSwCQrJqUZEZ0I3BVqo9lWoMosbxrQ4Bk9RTOx8uXTSiqi8qVdBOHgN0oVaWr4puQKBwtpCQEnLxhEQwiivz8lZWXvrxYvMb7edQRVx5Fu1W2uj2QYshXV5C6ck/XqniF1xYuHVunRfBpsC6BbA4uDbZXg1PqSiTmD0T6FRVg5W1EXF6tSLlYbSXXuwcwRhx1Wnj945rNOHbf9ZXSFswvX32ESsg1FC20IIV4Fo/EnBIgxqIEEAIAR/7wEqB4Cj0Zh96dqAdGJL/4CtzkgbRDrhJOLoCXFFBvyy7rrYNUASY18wxhEAI2dJ8P05f1E8QUm3spnshfjS8fwiAE7CP2ZCsklZQHQWdiit1oDAnKmzmfuSo2b4zGwEVQW89k3YMb50w7Ux1sTavQoISTsU41x0zfWmqxrxQXC0v1DdwXXRjBZJCLtXhtCVberWgNwf5adwhveC4hOObuvBOlwYWzXkm3XLXKUE9etcqyRb8aPVCPEa4Hj9VoW60869muevKqtV31oze3ygz13DDrJ4LFKaTKyGpAQ7uV2n2NHor6Qe4iIluC2xszjq+vq3gruc49QJeUpbUItpuondVMwkSMY5EiFF7Ocou+avFg38U+a+ry0HY9xUsz1BeOPseKayOAnptQqBBl+Myi2SUl38Jb/R7geJvWp8VvPBEzmjHFiWZDJI/IwkrHudBcyUp5lanUvIwEFtBYZJLLiOgFenMmJn5YOEV4CXh4Cj0ZfwXReYfUSUTj26UebCfjJBLxcCM5lE7CXbqeaQhky1QX0VxMXMmUDYwWKB1fH7Yv6xcsphjoBgwDyM+XeTOaGRqCbGLrwLycvDkHiYmIIg+eK0MSPp75Y0h9himjBdf/yFblwNnTLtLbbG1kUEV14LD+h7ttm7UN7EXdDj6Lh+ZELk9jsb8Grmo3b9xei1B4a+kRNtjqWe3Dq7jZna27QyvBcTVVuFmYZMPFaytwa8i7gmLH8dkqX6MesAeY46SGHHk95tha2J4FJlk0lqnMgkVjRJeGc9UlCekj0SILdUUR51rpI1gnLvLK4M2FMEmEFEJbA9hYrRFYQyW1kip5aheqfq4MlQbVQarKxV1hu84pX6t8Wb9wMcVA92H4sn5+7rwZ1Qz1V+PmE5b2cvLmPDQRRR48Q4akvGnzTEthgVbekIPRk9TubEBWn9GBV0PVIbWsLpjN024Zm7ENHCu2wV4+pZTc1fUk3DwjHKLw1rMBPl6+bLVTlxNymYvX4Me7FaKs2l6sPx2HN2qIs4miNJjl0jchc2lCqC1clIwJORnQUnA1oBpAhjpcICOBBTQWuUidZGJEhyKYCPAIABya8BKgeAo9GYfenagHRjy/+FrcPNzpCmUl5S5ft7R9IdUuVZBDEJKklS4qV1JTGkC6KP4cQRxR5OLrw/JlXYiBZGLUxIjeKipklZQXw87FFBtp/EDygCZFJUr56frL7TzLqWzx6/nNGZEFIFNpJPlGP3hZZKGwD7ZmpBmL4tmQ2/NlmcbOclQiN8vBdjTAlLuzDboRDYLI1/7s3AwjGD9CIQqv1Unx5Mkx9JuSptATKGk3Ek/TkAfTaiMKvHFykm4d698DHBM9RnyjVFtA82JzibZt24Art8ZJtyB1qroqlqFEoQUJpa2VPmE1q462AdqhRKheDofSSdTWafWz7tZJIH1Vu9i5ktU1tmYGrNbFxJWsi0Ap+JlRzdBqZEvEKRFSutrJEo9cpfgyLq+pCv0MGF8UGVuC8hWCl67m1cemss5IFP1wyYCuKCXIPQX5b81aRrXVl6D2Gtj3fCFpgyFwRysW9tss9ZjUXsPm5hCu8NbaLl4JGVwP9quFUn4A8l8gaQbCYlkRrIQ3MEZraGIr0jCqsNhK1bkH9Jskh8MZEgxcWeXKsmPHDgdc36r9MyucuxnTDA1wSYgWoKs3IEKOiCKvFEZEL9Cb85Kbc+EU4SXgFFlorikA9fDwZAKofoAH25PxY8bnHXInEU+zNhgQyJapNtHqwsRucrQk0aX+XnNhu5J+LOZjihNhmPgm4+2ijBfEhWwlKySVVARSoKgaAGtSERtIjAxj88Y9dnmjp88ofxGSkuOGOLS82lCjhLLlXxvf19q7gW1gX9MGyDN/GobkL/1hto26ZqcrmbCzvBQlaqWug6UKA6OgJlaNo0G3hiifIlfVW8k16AHv6AcrdG6agaIYypjiALs1ANRTpFS8UiGn6YgqGFdBkkaiMNzoaqNL/TzTYfup4/K1c6+fddeStXaJ4tqctNwliSuZlLpavKqqSkgUjmYoMYDi2pSIJBFSXE3BcsWWf/CjYWPDLPoPipoYQvVj63iH9YA9Rx2N35U3WHhZWuNBFtZMgmHPNaVcyRprcMjp1sD4gFuL15wuWdeEtvAqIezxVjPKnlZm5/n4OReNEV3q7hAzphnqplPpULTQggAL623PC7aoU/Dwktu5+nBxs46VKIAQADjswkuA4in0ZBx6dyIew41dbbrGWhR5jTyqFd1IB1nqIk6QT81sQxiEgA2t82H6sgaCGJCPgS8bRhyOZigxgML4aniFpJLSZc45osjBCU3EEysM+75OhZcWs6QWXOLz+eBWCUJFWaMCNoXulkkPtp/tSEGSlHVNeOxTs/WyJrZrS8zOTXGkRFecDQpvpcb0DP0UmXLRtvB6JogPjVmW+8AVQaJSICzAyluCz8qWL29UR61NmWkMCfMowmlFMTFdDx5p61xv/Ex2+ic/P3Hif/u3/6l9fn6hgZZCLBos4ey5HKsWMzAuAUDVrNeKsBaJ0YmKHH+C/alL1qoh61hPdX3oonIl2YwMnt5Ly8u5D7znyfF/+Lu/3tfT1XIENxDc4RMcPl5+iphioMdj+HlG5w38DKBoHgmlqoKvu9405MTlt1v680YpWurC4IUC5O6mjPIt1dED3HWvR5rruZbRkPGFsmqLkgF5JR8F1x2CNBVKtoERKLa1ZDbMQjyKyWMGOtAcGrORXiYsyQx/db8aijQoAYpGTXX2Kbx1rwY+vPbDACNBl149iThQ1QwOJdSDrFvKeLyMy9sUdeVp5K3zqvaAvpmp8dWD5ZpWiMPrH75YeVzksbhGBJtBTXx8xL6ssdoAMJQotCDAQl8/3gKL3s9lZm7x9hunz2TePPv2/v17dxXz+TwuuSyuSGBqZP9F6DbBuN9SiFdaltLSAm78+KSCI9vUIpkcVnjQbO/GZaGLr/NJXo+80re1AES2D9CU8YJcmJuT0uIS0q4HEVFQzumTb2nCAwqrSYrLiPKdk1xjozS1d0s23yRF0C3PzElxYREi4QkF2XKtTZJrbkI5dCbK6a7aJafTBg3TbXLli4QVszK3MC/jk2PlZexz3tnckOlvb0VVVgPL8LHK4JNTtrkZsrVABnQd4yjiUFFKkC9i8UFpnn2JdrjlUVjJ/2RyjZJDf0gWy1MUHxczl9yKo+5/ZoimypEoraArF9ST3noXcj04cw1oA8aYjVCfZ8gEt/WVBSkVsHwd5Ho3rky+EX3MPd+pSrgO3Y8EsU6dd+RjgSV3FrBcPlO+dfN24ysnTmWevvzu0ccePLoT5d3E8h4WjQPzZR24nYgpBpYPw5f189P5cDRDiQGk+YSdKySVVAA3oiiA6wPwIZ3mILaaSkjwfl/C5R95VycOaPqxiGp3+8ZwQWQbuOhuBlOYC9P4pZgH4fqnAPYftpcoDWjrgW6LlnjrfVAu9j1j7E6jHZHjsFbChnRMCHitpFL1+BTe+tetfXgxT3CfsyxLdW04mBUx4DpEWf1bsMWx2h5wP8/s+wnngI+dP+8r3spW3QNjE9PTb5650J7P53o/8bEPyvaBAfX5sUjli3dKHHwNdR/WG6oFcz8I1evqyqKUZiekPI+7K+LdZDv6JNvWCfIcHhLecXTzVWUYdyqE1EGLtERAJ8ryieM6Mvm8rExMyeirb8rc0Aj0sBXQ8M6BA6hFvNU2tLXKwCN3Y/nxrCzN3oJiuwIVvl2aO3ZKU1efZBCnsIz2FWfnldJLxTPf3SmNHe1Q0FFGOV2iBuRUVXnbT4sjp20BUffnJwqSLTbI6Qvn5Jt/+z0ZnRiXI0d2ycfv3iUdWOKNlkGZhUyd3dKy96BkurpkeW5MliaHoOvlpLF7J2Tpl/LMjCxdPi+F2SnIAwXZNw6qzcY/kI3isQ34NWzbLo179ku2HeNAIcGLRTw0T634Zxx/IvQCB0IdaNvCjBRGrkh5ES8aWJpeQD/z3YDXb7atG3UcEGnGunXevpfwMjE7JqUZ/DAfrDptTlDu892YY50DmBI0yFIe/tcSWTKVoSGXsZQcry+Obkwc3hvymFeI1S1/+d0fyYkTZ1bOnL848tB9hxcwjN1WLdX9rUgQRh+PEUZphhv4GUBm2go0EUkipApPb6omYqUEMioAR1vf7738rZx6KQKemqK1VWlinxpGEdTPIAsvL/+h0XgJqDbYZz/eeuTVlawFXA8BQuoOAa+HhE6dQYW3Vil99KUS1VH78JVpcNoz2VSYIg2As/MaWsQJuXWsTw94+l4PEsfDHhMqD6mO2LGMRYipLgG9D8Wb9eZiKvMUp6ZMSUBrGewSpd27Bsu/+cXPlPYfOpDNcYCKsC7awwCVwyMT1SUNq6hOUHyIVyrCKjkt2fkZpfCW2nugRMJsw1r0ANvcNA+nDLJkWfcCLLjzUPDac1BO3XWjHJbaxaFhuQXlbezEGWWpzTVqJdXCbdu9Qw588ikpNY7L/OQVKS0sy/y1JSlONUpzd5+0H9kjPUf3Q+nqgNUGjwIqk7C0ZhtxY4DCFysnBNaya1xalUvLJVkZL8rkzWXJFnLyzWd/IN/56Y/xkM/Ikb075fMfeEL2deSgBBakgEUFDbv2SNODj8HVqigz196Q6etQlKEEduy+Szr2PySZhYIsvfCsLA/fVjczd0/YXRg8KST8URcZxgmW18Z7H5D8fQ9Lro0KKfoX7dWqrNMO9r17nMECfi2ol7yyUp4bl9LFl6Q8fkuWocOuLJWlqRnKZ74k2b7dkr/nvSItnSJ80Rm+IgX8ivOTYGLXBFasO9sAazPw5cBxybZ0Eaj+635kg5QcALM/1auM/VlO4SgeUJ2y2fLE5FT2wqXrpaamRvYxBSW563DlXUkXgpOMKQaeD8OXdRgZEmZUA9QAMrDzgCoklZQHgZmIogCuD+B+EfEVxWbd1SorL0bIZ9c38iCdm9aItAZALUc1stRCuxpN0/KsBu8AT0OHGUABso0CCCq8tmT1a4RloeEty7ltgbnK17EX8CxWVt6txWt17NQqWGmXBj7NMOTO13M9n6CEEWwfGqrzvnNMsQ97HbIpBAxFDS1I2B6L3sSFH1QUHGa7bBEZnPlhPQtFRQ+D/6HHwdEw10DZMNgMWzqk3ATlCsOIj8/Qryylx41LwTUPplUZ7jRzEwuwdC5JSxMUNVg7FdyZMKDAd8V8S7N0HNgj01dvycL0nJS5tRNbAeR2KLs99xyUJbgszFwfhmKXl87du+G7dg3412Xi3FVpvnRVFofHpO/Jh6QFfMqwEitpKGYG7cbJfQTkRKGGaVxadYpLJVmYgjK7WJJlfE4an5qUuflZ6Hllmc23y0zfLmlC4MvC1BTaUZbGnfvRV22wVJ+W2TtXZZkvCbBcZm5fkHxnv7R17EWDukQmRqH88Vsk+kMrkG4BKYRtmVVGWeQzTGC3nXzfgOQHdijXCVq11fdlltv06msKlPUM+rhM9w9aZNnfcIOg+4E0QLkEn0xDCxTaHpkr3ZZ5tElgwdZMGiCXGuGZcSncOi+l4atSXpq3ZHAqYoVlWO7xBWBuSvKzM1LOY44w6j1fOGx5LCw1I/FiUMLinzLcF1CVLTPlLaLv2D6+HCmXFq4Q2qCHWTID1ACKa1IikkRIYTXVROxhyuuDVt4N8TndI9kvR8Z9fa1ai33TxZddtWrrzdir8NbUChD76AnRLg1uwTUaB0qn3eVJ0qTzD7R2a6DSWy3fJHVv4cT3gB4bjoN7LLSiFc/BS2fGd3M2Y+jKzZhmaAinVQDXWr9FH8oFgwClN1OEkrOCi6O8tCTKwss9uat5OrEi0ikFDBn6nyY4qNAU5kowDsIqi22L9h0ZkAz1UGpSSpvCGewyy8vKOaIVSm0/lL/G81AUZ2ZRHXY+6umSLlhuG+CecPu5V2Ti9EXJw72hsNQEBTSHl92izI1NyvzcAuqYkWW0eScUruaBHqWUqoDd7netBHI7KLifLE+vyPRkAQpZg4zPzsqd8VFsbY5+xDEysyA3V/Ly8NHjkpmflzwWFWT7d8ANoFEW5udkFsrx8hwUSfRbsZyXFsjX1gf/532H4dIwLSu3bmBsFp2XEMUUiqbVKTyxkywFUCmQsIQ3DGyHJfWoSFe/CPyWHWuru40cpwKs39OjUpy8AxcPyMCOhrKba2iWTGsHXCH64OPcAdeLQVm+fUMmZ27DwpuTztZGaetukTZ8oMuOj8nK6DVZGr4E32r4HaMO5WrC+UB+HDvONYxZrmFBsgv4NUMmW+EllucA7socvhagWS3Kt8UuhZKbbYCCjPFm34KfekHz0KqMqtgCu5J+vIgiG9WAYQD5+TJvRjNDTfRRsAqXSiqAH1EUwPUB9AudD5w6q0XgF1bO0A38bpK6bVsE3h7QY+2Frleuemm8Cq8tf/XsDB1g34D1fRj3NHXgnqdukurOwUwdDr5l0rVhy8pbh86skoWeO2p8ycMeWyi6LMJJz4QqK1hnMt2+VGJUReSroQoeeNmk8cXWUamkIIcnkzpXMwz2WFoKGBgn4aH8WrMyNjwpUxPL0oTP+i1tXNxEWdAozZNnZhHjqG17nzRjEVjPgb1QeKeVvM0DffB/7ZS560Myd+2WLI6OSQMWjs21NUknLLkrA71QSmdgvGyQ5bEpGXvjDJTkDtn+3kcVrOoQLko++OWWYM2GBTpXXpGZidsyPnLbUqQh9vidYbl54aIUHj+qFrUUiytwtZiBJR0KY9d2We7HZ34s+MtCAW0Z2CfNfbDKdnZKC1wtMrCWLkDzWx65A79WvAWoG6TuFOvrmFpnSAswfJxz8KXN922T5v2HYEXeA7cQuJSU+QJj40Ie6wAP/C/MTcjynQtSgMzlFSihZA05ChgH0mbbevESsQMvD5Cnd5vkR0ZkYnIcPpl5ae9vA9ucFMbg6jB6A1r/PBRSWH/VrHKNHa2xSlmFIt7aCXcGKNCQ1bq367ZouVg/f5iPuCVQJ/fcEjin0Ba6kXAucK6Bt2v2m5Mu7tUnXayjmCREs1ikQo6q1VVWE8+aiF1CeJPkSoWXZ8OIe5G3cls9ENkDqzNHWaVL4a2lklBarI2o+PCaLgQTLLIvIgppCNFW3iTP4ghWW0V17AHODny+VENdGZfQOZOw5gT0NooZ0wwNVO5CcyWB5s0F6GIAqawsVVYFlcGRopJyQGuTwLAXFgty48IIfHczMrCvx1J2KRDb5ReMpiJo5bnWFmk92Catsgt4QMSCs+LUrMzDx3cFC9Iy+BRPTR4uqNK+byfqWISbwy24GYMB3ngXsOht8twl6bvvqOSgDCutnwq2PjgRVf02zFWkUdQZeKUVWBznC7IyDf/l6TG5c/51uX0T1k76UeEYGxuVK6+9IlM7G6S1Oa8U2DzcFRp37JLG7duka9c9koMbBxvbOXiXtLRvw6K1aVRfkob+7Zai24gIE7ACl+FfrUyfLh2PC+8yoM+RJyy7TTt2S64HbaK2aEfMUIK4/0BpLCPyQmHqjqyM3YTmi+XoymoMJPAuw/2APy5CLE4MSR6KeXNXj7Ru2ycrw8twE2mUnmw36oD1fOwqbqyzIGR97Ch/Z6Ev8T8HpTnXC2W+pR159q/VPyDwHiQnH/7Hr3JPcKNhbLmuzTNBSGgfrqQGuc8xxUD1Yfiybl7utBnNDPVX4eZjSle4VFIBvIiiAK4PEHnPqYEvq8FAqSFlxKQaWfmk3sq+c3pg/WeGS+FdnW7l51R18IrgbxUPsucFxx8MPepmuorVbbE29YBpTvOpphQZEHjMOSYGNszEJwJ9qyjYA3zA8Z916UFZWcuDWgysuyuzizL89m0oiVelb9s26eyG7yj3AldhukIGWSlD+LTNs1KcrPlTQBivBbgtFOGSoSkbYCXtwKIxWh5nYP2duXRN0TASxfIkXBvg4tDQh0/lygJqK2DkSYWZP35XV1s1ao6uTlJtyMNyPC+z16/L3FtnJYcFXkMXTsvw2Aja1yjdPW2ygs9KN24Ny/SdEWnoakbTilKYnETEiVFpmtytrLHtx5+xZJ6Zl+VLF6BE3lHta4Slt7F3QBofeRKGUyqpcD2Bry2tyTx4udBamkFdmeYW5a/LelW/2Aq3S2I7yRHH/Y++wQgjx0WKVI4zjJxAZZfXI639tBAgWUbkhZWRa5IvzkEZ74XryMMyd7soC4190p2H3y/K1XhRYWafsM9oeVW1wOUB4eDol9yIaA65vp2oB+MbJhtFY9UgLmB/WrLSergzqKiDCy6JqmDQfVVVdftTHbtUVKmQEzasJp41EScSkDUgkMnWzqeJeuuXCWn1517S3rQV3tURiJ+icKj7lhaonjWRl4c58srKi/t7w6qr8rpFW2d3D+j3G8L0A8s95tZ4uSFu6ko6GiO6tMIlLJWQPhQttCBYoQGVSmhtR4W+kgrnyD6nMXDNDiqXvBBHR2T0zYty7vULsjA8LbnSpJSHoAthwVauDVZAajqhVkC0jFoRD6UAQzlCRIZlLmSjsoyyLBSrBoQby3e1S09flyyOIdoA/JQXhsfx6R+xeWHZzbfCbYBKmlLu0PO0lkJJLkNJLS4uw50VMlD5U7qwqzdJQzgWvc1evSpTZ07C7eAmlMJlGUEosumFJenp7pbBwR0ydOOm3JyYkQlYgbs7qVzjoQ8f1CIWby3dhCKJEGVNg/vUICwMvS1zb78pZfjuNoD9LCy7zfD3bT90SGQncGDx5fQo0yKLhAolxsFT8tj9yn5RSqfqndA/SvGkkkt6hQ8690H/WVYGK3G5MC8rU4jOsKNbendsk6sXzkrh2iQ2CmiTFoSfyyxMY+Ge5RJB5TtLH2BEicg0wu2hrQtjgHBkiNqhFsCpcfPV5a4X6RL8z0pQeNXw816NvnAORUqFl0DNR59dIIfAm3BhegvCcqkJ3IwMxAaQm8Kf9qJ7cw5uCNgpj0jE3m9q4M1q3eQ0NnGdKS8rz5hGyLdVtNl7wD0DNnZbKmphrTK76D1GPN6oceTgsKVSbrxV6Buy58JsLjRWbmSu+lahui2W/h6wH1zqhOes55nFrGdy+IntfD3GzOZRD1YhUsaDV7nyOPYYgziU+DakxrBqLc5MyeLZs3Lzhdfl6tlr0o+wWY1ji7J4fg67FS1I0yG4GjCGr7biRtXDyYT7CBfAlriPOKyfZZzzCFnVQncFvN029PcgPu99Cm/6wlX4pLZIL9wZmrrgTwoFDC/eUMbgtwptdPjaHTn15nkZGRmVI4f2yNGjB6UDSjNWSlWk4H0LSvLK2JhMnz8v81cuqzBaK7AKD8PSPAdZdu/eJYcPH5bJqWksYrsjo7PLshsxgRuoVONux7pKWLS2PD4C39hbit/C1QtSGhmCK0ZObswuyElEm1gpn5R7jhyQY088Lu1H78GWVP2w6tIai5cGHhxFKqy01CY6QMD20kcXFttsaxfkmIByiRujaheZ0DcWWV6gWFym6kPosUb82uBbO3HnlEzAfaOr6ZgcefC45JaweHBuUtEwHFoWeDnwzXHDD8TqFUZ6oLxKUY8TEmOJumnhZTzeMsLTcYg9hxpzDyRRhl0VffgwfNkwWjOaAWoAhfEMwkOIQ8BBehMkgjiiyMQpCYwPeUScU++KgTFNwmALZ5P0wCpMnjVoeUXhtStL3wwzBaF8zqg7m4u3G1vh1NhI8vBfWPwayOciFwlvHWvbA3yI6sP9GNNgPG/9w6XRnbPGdQBpEzUzQIU+Hr5sWokc/NR8UhM4VeH6Uwd63Or02I6vkFaX4uDjLZO+oUuXL8rQqbNy+/qIIAKVtLc0Sit0uOLUmMydOw0TEJRVRBnINGPRFT9/uyeOv3YKDmUqBxcJ7rKmZhBgDd0d0r4HC674OQeuAFR+d33wSSi+x2zrLxQ+0KixRBzeAoIP37oyJF/5s+/KX2Fjg6GRYXn84WPy3/6zvyePPPkwlGlsGEHzLLUxKLblpWWZvXJN5m8hwgHeovNwKZiHUnxrfJL7vMldR4/Igw88JFeu3ZBrN6/L9YlZuWe5S1rgTwXHBLtNOMMiXUZ0g+IcNsNAeLImyDRVyMoPzt2SP3rhDKI+LMq7D92Q/x0s00++Z1z67n9QMtt2WX7KtmuDv0ti81Q+oVTTN7e0HS4Ld6DgMo4uxOF8KGfgJqEU3SYou5bFtrF/LxbEwQcXC/KaShNyZ/Sm3BraIQef6JPWAZRhAVwBm1OQLovQZgIrr3LDsBVpbqxhKdSsJPooYYVTAcpuET9MC2tMXST2bSJTLBYq0zaGbUwxuPswfFlX9Z6kGc0ANYA8jHyZCnol5UMJiBwojwDw8Rt6RBSF0sQUaJb0EFrUmRiareLN0gPvjAG1FN7VawtCUtoh7nHbUsYF1MXq+LVwtQ4+O9XiNdyTV7Oe1ZJ/0/J1jSn7XWc53vzxwCdaDbYAq/hX1+mtwgz14nhz6Sm89OuVo1WTiqTyh1yLXqeyCMthCdbduas35fq12zI2tySdWHDWDKtnlqvu4TtQnIHCeOWS5Du6sUvYvgTdAzooSA3tbdJ1aLdMXdqpFq4xJm/Hvl1QhHEbo3UWaNxCuNnarMDiC2WzmMf2wlDSTp84Lf/m9/5Mbl0flXv33i2Hdx6UM1fOyp3bw6qfGG6rckApXCrAl3VUFhH3l4ownuMyicVxo7DwMl7wEVh3jx9/QH72ixflTSjE18enseUwYgW3UymnPOgPvmw0QKmE60IZ4bo4l/KAL+CN/PztCemBFfZgZy9Cson8r3/zolwcmZAvwHVg16OPi2zfrSzBmTB/2Iqw5hSswtwYpHH7fvj+tqnwZIKoEGW0hS4J2WZYv2H1LjMEGCJEcPe1EpRavLLInr2HZXqmQaZWevHFrAsQRKpYnIGvL0KowdKsPtRAoaZlONvYCmt9N3ZZ2w6Lco9qc/wLDETGmDLubvCw1V3VW+4xCWJWDTFVa2BmRjNDDeS1gaquJlLVrdyMa5MunBpyYzNF9aIbjrRVstUDa98DlsJr11vD9eWR3M1HPXRRqp8lbkOOgvF+RoIa7msmcrV4Dc8cLl7bOtauB6gU8HCPiXs+4Flbw0hrzqqK1fvjFjhQS2RhBduAZoEMBRUqb8qImpqLzRPKl3IqIn0VQ+C+cMlRX9A2d3XKQlXCgqulkTGZGhqX26PTsgAL5U5u7QurZiZHv1srvBcXbTWO3pGG7TugdOHNlBPHX4ebN5SyXFOTdB3eL3vQBO5o1r4LEQt6Oi06WmXVUVQWSLoA8N6TgSU5B2vtz3/+ovzxV74t16+MyIcef6/ctf+wnLxwRs7dPMeP+943Y9U9sEDCwjs/Dt9WKL45LsQCvzuIwTsFxbVlR78chFvGY/fukL3b2xCZoSzXxqZleh6KYwmTnG2BDCq6Qjc+/ff2wfINrZbhwHARUNoCFMx2LOB7dPeg7AHOd85ekL957YLMQxn+HSiTO98FH1mEClN9HdU3dsuDJ9QC5TrbhP5H3N8iYu4qazqVcMhbhPJbWpjCbxrK/QIs3IjagJeHbHOP7D38oAxPtsvUzIqM4gWhkTGSuZXz1DDaR4dndhL7jYvhQIPNSErzU4iIsV/582Ygv3JxCArlQGi8LuIPN5hQIchYwnYygiHZ23PMHg6Hzp8Adszhw/Blw4jNaAaoARTGU8MrJJWULqv1HMkxsrDWmtWMUEx4Oaq1oLWz3OKw1QN16wHexWtgFk2rPqhyhycc6o8rwTxDcTbwOYwf7X7R3EhsPkhHfvzpg7XS7Q3GHQ9cl2+d698D7GtlxANr91iwJj22iEXqL/IKohG90DrlVpV5nWSMZ5O0FcAjKrQb9d8aFAsSX4mDYQ8XFFXPoNoKnYPGBAa/NIeQVncQuusOlD8sMmuAdbMDFtfGRsiQhWJDZQ8ffUqwlBYmxmB1xGI27BimdJsopY7KI5AaoRhue/x+6O7gR4G4gI1PV/dBiyXqESjIKyg/deKUUnYvnhuSX/3QJ+XXP/IpeevCOTl/5YIMwPe3q68HNwoo5LxhkA5TlErYMr7LLsFURf2uEbAllN+empFxbPSwB0r8g0f3yMCOJhlEvNocLLhXJyZldBquCysdkIbKNnaUG+QObHuUNbs0g9i8UO5p1GzBC8D+vk45fX1cxuYX5Qv33yM7Otvky6+flh+/cQm70f1EPtvaJvuefJeUYQnP0oId1T/u9rvTdG3gAaU0h8Vn7Ogy3BIYl3dl7JqsYEMKtXMaGsmFciUs6MvDXaGrY5ts62yVKewMd+H0q9I83yF9LXOgxwsFF0e4JwNoaRleRhi0BvRRtqkFFt8uVVdgbJQw1pBxRzqGEEZPWfx4wjjQLSar6shB9cU/pQTbhO+AU2W2VlKBZkUUBXA9gAjCiCLNgkOg0dxpXZ70zCHjaxHnOp/zmmdS+i28rR5I3AMpJhfvXKt2qM9evGpwqAcazvreBdctuTKBhdzz1kVhoyncev2haoVnrVN3vfhu8TH3APt7As9EdXBA9aByQtrPXaWnWBjBv8AjavgRXarobJQEmOHVuEq8fLw5F5o3GYoWWuClZ86IagQGaTUkJbomC5zVp3leu2CIMVXXsok3ysrzSzJ9e1xuIGICUXrbED8WijD1mBwniKbDZ/EiFnQV57BZRG9/sotU1U8GtKBSSntSMek+KCB9ifHvwvkL8i//7R/L+O15+eJHPydPPfakerl++dQbcvbyBXnqgw/LdkQl4I1JKdDkC3JsUCaL81DOc214K4ePK3aVW4byfH1ySiZh8X2yvx0W3jZEfShLb0+f9GEziBsoG56ch5KMTY+7WmC93iWtd98Hl4KdEDmndjTLt7ZD2RyFn29ZHtg9IN8+eUlOw6Xi+uS0DCLixG8+cEy++eY5+YsX35Sm9nb5VdDueLAH9FDEqZCzD6o6QEeXhdlJ+PNewmYUV/DSMQtObDfKVIg2KJqIusDNLRanh6RLprDT2oxcQRi2wY5j0r0brhpZfDJzi6DlQfto3S/ODOMHP2C4Uqjti63wF0aJOZ+USwN5kCfOagz4AgMlmsNog430BLI8/DCUGkB++nAUQ4kB5OfnzlfQKyl3uUpHFAVwXQDO99AjoshDgz6PYuPBDcm4q6LCS+NT6D0jhMcW+JeoB9wTZpWbvaoKLy28+GLFS0j9UQm7Qbx3X51cw5auckdusQ/2gL7JqVG2B1+9BAVRtyCr2APs86r6XSm6UPqgyKwgxFhhbhqKSBkr8zskDyUvB+VNPR1pZbW1k2X47E4OT8ESOi1dcCfox/a/fBDnEYOLRmKlNNttLWE73SK24rUWiXGCcKa47xI2ovtEFFotTagaBstuBhbUEy+fkP/13/4RQpmV5VPv/4g8/cR7pa2lRd68eE5+/sZLMluYkY88/W7ZS4UXIcpUH6nqEZ0B1t3FBSip3TulAbugZWZHZB6+tZfHsQtZS5vs2TWINkFa+E7tGhyU3fv2yvnXXpbbWIC21LFduu89IE2AZRFxQSHS8tnaCj/XboRNQ1QJKMX37+qXIzt65I3Lo/KDty/JF47fIwd6u+Vjdx2GRTkr3/jp61KAwvulnbuld9cukTm8TfLGqS4sd6fEpImPX3EGWwTfuYgthC/BvWLB6kMq0hxnHkhnsc0ww4uVsdlEW25FOlsalCI/MrksO3Zvl442bAAyB59nWNEVnZLF4g/hwHfJcpHAQrYM/IQtO5/iXvmDceILCy3nRaxoVDozPg8xVNwyFgguXhuScYSzK2FMKDgOYHNwvUcQ4i0P5FITuDkYiA0gN4U/nQg9EZKfM/MRhBFFJk58L+Vl4P9wYsKNgrFa8qDrCvnFXdpRvLbK3kE9kHI+1rPlNIPUdvjofdkAb13OC6ADBgPl0hDAqh+A93IaL9QFl5YtibTAJlrNNA4nqtzENw1sLWRM0k5b5kVEPppCrHpN4m8KHl7209VfEt3VQWwDxO5nc3eboQEuLjRXEmjeXIAuBpCKOgI5osgrARC1csmxUDqPFyM+B6ISF5jduiqLN64jruyUoslB4cv3Y3vbPfslD+us8sGltRXKyyxM/LeHsZofDnwdHYjMQEtrFhZPpfC6ZgUFovJGZbmavnWxchpC5Y0L2GBOfvEXL8uff/17Mje2Ih9/14fkvY88Ie1Qvqexw9lf/fj7cm34urz7iQflgYfuwzbGsNRiIRpnJq1RZeystgzf1eUFLJTr3iatOw9I6U5GxkbOy7XxKekaGJCD+/ZLluYrLFbbuWsPrL2H5dQrL8pQuUkWBg4i7BpCefXBOqye+PYLAV4AGnoGZAnb75aXhqW7tVGeuWcPrOEz8j3sCvfgzm1y744BOYCYwh/OHJLFt4ry3E9fhQw98oVf/6xyv1CrcRl3USmaTstjErDhQkEtjA/hxeW65cJAH1veGHGlljkOCIibbW6H28OA2ho4ny3CHawsnVDSe7DN8zBCuA3P7pee3XepXfAK8OUtYWtn+vOqoYA8nG9W9AeMgZLPMFvtcVNGXSq8XN2E6uHDgIWIUzL6yimZPnNJJs5hq+blZbhCR9otI9ptqDsCWxeZqQxQA0jzMJ296N6cgx8CdspDEqE9VA0/0mCMeCnxhaTaQ1Vt18/LBLNt6/hl6QF73Gtpbh1YGKt3LLyrVQE+Wln3Q109KmJdMMDIvdux1SieCQxbZN8HNVbdznyItcPQgIXi6Q8KFdUxWug4nKjy9FJ5KdZCxiTthFS04F0aEfnpBdsrj3S2fLoLEDFAc/O2IzanOcQiVo+wqlXUyrxW+mTdoqxtQFWu1li5vzyEsFxvvSEr42NqdT79ARA+VXK3b6ntcZsRN7YRW91a4cjKMjo2KzfHJ6QTGz90IGICRzsHJ74G/JimbuUc1LdoTnIOd9oBJk8g9Bj1y7Onz8jX/uJ7cuHsDfn1D39Wnjj+sHTBKj01NSVnLr0t33/+WRnY1SFf/LVPSVd/L/hjvrLhuFlAxYeiW5TFWeyWhhtTBp/3W3cfkXkoiMOwwo7Rf/euXXLg4EE8xCEvXDP2YfHcfUf3yTeQv76EGLa5LtxwetBY+EUwZJf9TZfveg3wV+ZvaWIE7rAleerIHjmDBX7/+edvyc+u3EBEi2bZCyvvzq5O+bWHjsvXTp2T73//59IO3+VPfPxD0ouz9aKQ8KbJTqfSSL9dbDNcQlg0uleon92zaDkOuJ1gt7RcD9wv4MObxUtKOVuQFlh4Bzvb5TxCuA2NzMjhBx6RZvgeZ1uuYic58FuA1Zn+H+g3WtWzHb2wEPdBf4UvmfYfVvwrf+gfTUWWu3AW1eMBMmIuLMOtY+L0eYSCu6l2yVOmQRX9uEKrU5bMOuc/G0oNoARUfhQrn4CXm7CCXkm5y1U6oiiA6wKEKrsunLRJThmux1Dvau7rNS0jG1+7NVRJvkW20Xugyrmrm1UjuWaT6OwovImwPUhBMf0Q9XbO2Y5DfSbhvdfmgSQWbkAZhZVXRRRyldkoVZ3I13MA0ISLtwNKLy/kjX7o/qmXnGvZZK4zgZ6jDvY1up3PWj5L1ZmfJqFSmEWqd8MtMer0N4VwBlQDKKVcFofEfGxE6jmsiMprxbAewQVFRW6TBIUoh4uGVrzFWzfV4jKOodq5iywxhKUV7Gh2+W3oXlykhK1lBwaxyCsjI6NzMj6HeLRdbdKBRVvwGpXWZnwq9yi2EApP0wxiwXIRV0XppWzm6cF2hB4gK2PiUa+8AKX0//ev/kBWoId98WOfkyePPwKOkBedcfPOkPzht74ui6UFeebDvyJPvfcJyWLxnLJS8s0YvsbU0RbnSojeZZu3YIFu7uqD3+6y3JBmFY3hwJ7dckgpvKgYrgnb93TKu+4dwK5tebmEndWuXbspj87cgz6E0gihVYuUFRVVwFrbhBeE5aEbcLWYkgG8jX/43n3y9p1JWHkvSm9Lq2zv6FAKYS9iDv/GBz8kP7k5Kn/2le8pN4CPfewp6ccWzTIzi0ZT6Y3pL7QLjmXQvWeVGwPT7Hf7glQ8MuCThdW5AXF4cx398POdQFdAgYV/cnNLXnqwmC4zPCYjd4ZlZGhC9hxDdIy9xN8nhZlxFZ2BSi8X6eU7t1mL43j1e95ufKPHjoH43GlNodkdpU4wLzLWLzvO8mZQdxGHAXFSHakJ3NxrInYzCk9XWUWksls1T4gJWt67MQICxxVr/uJczUExOEOpBlCBtu5I1XDaotkwPcBxTHlUQZKyhmToVSq8tvgxraCCk+NqFR76vmzT8MVxHG5k9M5SFl5drpCr/0P2flZ81jbP4yLmVRxx+OkiUINFLmJXMogXA/HQejIxhGHFCXkkRAurRcH5hRRfZ9XhnhrqRmdTlrNUS9Iebm7RtGZMMzSaUz1LU9SfAjVWQvQ0XzrZ4Uoviul5ZdHhEw7jmMOLaAkhuErYHrcEpY/RFawrC0zIDMjcxnf59g1ZwuKqXGuPjIwV8JsS6LcqMkMDzEQZWAqbsJMWyb1qC6pBRIAsFDz1aFWFFBAdwD7wK3Is98OARlgR95gc4smeePWE/MlXvim5lUZ5/2PvQsiwB7FCPA9rFayz46Pywxefk+fhu/u5zz8jn/rQuyQLX9Slm1eV0t7Q1Q+/ZGzSkGmCsluWFSiyUH/Bnr7HeZlEKLK3h25j4VpJ7t3fJUf2YEtdSot+yCByQW9Ph+zBzmt3RkbkwpWrMjezJA1djDZAIfWBNkCRYyi2JsQfnj9/Bh4KRTk2OCBfeOSonLr5C/nJpauyq7NDnty7Ewp8VgZ375cPH3xIGt7ok+/+9XOyhD7//Oc+Ll093ZKBEq62lYy7sak+pXbJuy770ZYH48rYuxmEFGvYfhDtH7RfaoCHG3Mj3FCW4XPWiDfZHYzYgLBjl67flIF9/dI2gLHryEkj3CCKK5AD4RYYiiybx8ShBVkNom6368yx5c8+cYthtVU0hMpj0V4b/ISXsOiR1l0tpoVd5V+7rjhqM5oBagBF8a6gV1JR+MnLIvhFFEXztwipnC7iPsBcXcYAfDjz+JzneevYhD2Qck6lRF/FDvFKom7HXlDtdauHLB4UK/A1m5ubV9cMPxkywQnPM2P0nR3GYhZkNKz2ms0c2D7WaXpemilqg7Kuuhx1Y1QXaWKZUFze1Hho0dUZA6DGgBbegKkPyHa5Iqz2Dyuo41EVOwORAVRHKROywsS3xiNaGupDVEBoAOSgqM0IlCMfqfWIqiJ1MWXwhlPCQral61ck17VXrlxdUNvsMtpAE1Z0sTa4rVohyRxyJlACxS+DRW+5tnZwRl4pY6wGaiRfknmxKiUYZYQxTX9fBSMLyMd2QdFl9IdXX3pdvvXtH8nIzRn55HufkYfveQBfG5pxD4JSh0gBP37h5/Kd534sBw7tlM9/+hm5e1e3FC6+IUvjiCuLO1BpfhRtX5JCy15ZWoBlln4b5A856eM6BBeO81cvSmdXtxwa7IbVGnwRbxdIIktY3NXWIfceOybf/96P5O0rV+DvOy1tCHfW1AEcvebKbkOuA7uxYZe5Iiy8CzdvSBv6+10HBuWT9x+Ub5+4JN88fVb2IVzarl1QQuFmcGDwoLR39crMt2fkhZ+fUtbyz3zqo1Cyu1A/Dvr0him9qr/w4gGlNgPlVGbHlWsK78a0+nOL4Ebsotawbb/y4eUqYzQa/ZuFxRouGIgmwRfZXb1dMjO+BOv1NTk6fFhaOkHbjD5C2Lkc+ln1g5pAoNdjqYQL/mGxEguaVRmxmYt8GODFoamvW/oePAaFdxSWf2vMEafXmTnkhBojDl+pLxtGaEYzQA2gMJ6EV9ArKQ9+CNiDY8ig1wxQGxRRFE7EEi+h/WE2miRpKUYQHwzwsmg99/0fe5Ky2cLbWD3gnTH1km11uGrpPPYHDaz1DIUXz6JMZglBLKemJ60bln3bUjc6VMAzovuoLTprrW+LfgP3AJ5bfGRxvKE/cDbbM6GOMtvXiH2qjnFNxFFVpmCcAjW0RhcPXofQhKAvUrmJ7nYqj3RPoE6pDHRApwXWWpBm10Ye6gK2K0Ge/wqz0zJ8+i25ju1rC4xaMIDP2tyCFk+55kZsb2sHZ1akagpA3ULc2nw7fUHhxK8VQsipXothMSxDiaPCzYOKNRUrulSoDQ2ghJf51ISyu4xv4pfPXpGvff27MnpzWj73wU8gPu59+CSfQ1xYRF5AY15584R8/QffkXmE2Ppv/u4/lkewQ1tx/BriBd8Ed7QF9Rfh30p3jsXWFiksdFvKNKrIQ5Gcw7bAl29cgw/rHbn3/uMyMLAD7gHgncfWuhQQC8K64Krw0IMPy7M/+7lcuXVNrt68KTv2dCG0GJRHLP6yEIHL7/d4GciDR+vRY8p6vjw2jHUGGfntJ++VW4jz+3P4Hn/z3GX50l2PSw8sz1Taezs65Xc+9QX5+o++JT/6wYvSimgT7//gu2XHQL9SyLNW51Ia7wHtUlmp6bLQuwvK8TIiY0xCHiq77XBL2G0ruxgH4kLQLPqZMjbAJ7ehucAQvlDoW6VtelJGpsbl1q1x6d7RKu1QiGnZtdrGnkCHJTqgskHBtf6RB14q0IcZbMLReWi/LN8/LG3YKKQ8NuHhqPo6Ef9akWqvqXYOYW2I4BxRFMbNgldNGM1Wl4I9ZwZmvnrmN2M+xdyONOXWeQP2QP1mS/04Je2mVVF4deW4oZWLK9xWwnsrZDNpxLl7IIOtNXEPti8ITbd13mQ9YD/naJS5PSNyflSpLdbDioPNOx3HWDnkBdtGlNU7EnD3oXiz3lwaOaundNdicUnEy4SEMYlVQ9QVis/4WHDFcFwNNMdAYcx3duEzc5escAc1DiCUFDczVkd3gSWE5rh49U2ZkQHp6uyTTnzWnh9ZhKK0LE3wAaWBVvlpsllIkI4hzcifO5GpQvDBzQJWz0mEzrotxclxbGULnydg00c4h/BejfATzvf0ciIh/i1uIDhfevuy/Mc//Dp8SbPymfd/XI4fvhckcHOA8kZXhIs3Lst/+sZX5M70bfmN3/iEfOijH5T23KIsTI5C6YKSRV9ROidAuV6ZmpT5yetS4GK7fDugiC4BHkMjt+CmcBmbWMCdAVbc7TsH8RkfUQxgnVR9C2Wts6tL7r//fumGBfja0HU5c/GCHL/3qHT0YaFCDm8RuuP4pKfVHAplI6JctEGhXsIGGOXRYTnc1iZf+uCjMgUr+7fOnJd9D92Szxx+AO4h2PQCCx06Otrkk099RLpe65TvfOun6LaSfPSZD0hvXy+2LV6E3s5xM4y2eu+B8grllkpuaW4KeFB4W7EDXDvGAC8TSj4OEt92GHcYVtsstqlsaCjAbQFf6/Chrr8TIdVWWuTytRuyc0+3tHf2ABcKr7q+DfWCa+Dg2OEFw3Jsgn8x+qXAF42ROez0tqBeVDoP7JZO7KiXu3gFTxDOFnX7CLCqACycSj6WQKEaqMyEZkRPde5MBb2ScperC8ADSJZR12AYakhVYegW3EvkzUVTpinV04NDCU8hyeGH9+CtYxP1QHVzozqq1eyWuim8pqbRwoQHj+dOSDz+4B4m/XDf2wbDAi8CN5I7nbbxJjncPGrh7eazlXb1ADqV/cqVvQxLpg/TWJiexxp/U59Nja32yVbHjsAlqKY8rXwZJI2GQA4KvmEuYVvcZXzOz2NXNCJmoeA0DGzHAiuEJJucRGvQSN8AYuc8WUC81LcRYSC7q0sGe3uwKxh8amHVbcJF3oCfp05k6A/c0N2HxU2dmDRQpqGolaHoLsGKunTjClb/jyGqwCIUKdt6CJxsExZ59d2Qpt0HpOXoXUoZe+Wl1+Qb3/ih5Jea5f2PPCn3H7oH+hqUXViZW5pb5BxcEP71n/2hnLr0lnz6kx+Qv/+lX5MBKIeFWxegXGGRFeYrJy77plzMou0r2GxiXDJ9ULwaOgDP4nN+Vi5jIdpbl85DeW+Sx594Uvbs2Qur67TksbkC+4NuAM2tebn/6HaEK9slLz7/spw8+5Z89H3vl76lFqVDKl9e3OfUwT7ghgxQKpt27ZUsLN0lKPh5KPwferRJlg/eI//i9/9SvvzdbyG6RbN87pmPYQOdRvj7rsi2nn75wMPvBn1Wnn/2pMzPLcqnPv0h2bZju8gCoiWEuTewzsYWdHeTlNt7FT37XnUCFWX+1PhCE0GEhUw7ws1Nj0EBnRW+kyzOF6QPCvNSsUPexkYZd25NyrbtcIfo5vTivLBOqn2mP5w3kEFtJUz/XF4vsNKvYDe+O6+el+IId32bxEtSXloRJm7xDqJYYCzV2ERqeobKjNeiAW8LtCY9wKmhpz7fmekfzPdVXn5bxzuxBzbuBViFwms3JkGbrIds+IBy8tNXiD9eFDz02coF/yaoNkjkgsTxd6FuJVP0gOpXDA6MU56DWf2DcoS3H6/GhGdgxBFZGEGni9aIvtZqKK6RhwU0FukmRpz5wslidR3SBcA4+QEEVgG+DLPTiFiwnEUILDje0toHJSu/bVAasXBqcf5NlEEJdUXUpFK7jAEfn16S4ZkFOVhalP4mWGqzWASFOIBNjcvQqaAQ8kJ3DijSUGoaEL83B79UVl6anJDFi2cR9eEC4sQOW4ouhFWh0aivQzktYEe2MiyTjbACzuFT++nRWfnxz+CDO5mRZ7ChxN0Hj0J/grUQYcKaYaE9d+2i/Ml3v4ENJl6UD33wSfnd3/pV2XNkP3gsKAVVOabaMvHDQwHhsZYQjmxlflZynQtCmzaV3RVYb89A2b1y6zp2ZBuQfdgoog3fZEuMH6sPyggevT2N8sDxe+XV107Jm9i6+ObQiAzu6ZFWWGgFhl7PQXLISteOxm07BNok9HvIDv/nD+/cJ7OlnPyLf/n78uff/ytsM9wkH3nvU+hPbJUMnN6eHnnmXR+Q4s+KcubkFbxUPCsfePo92AwDO5xBZvhycNA91akMpwPKM1losGoyUNGF4u00BTSwPvOFJI/4w+V5KPVQwlvzBZkvQxHt3Cd9sPBeGpmUW0OjMrizR3bCQoz9hEHnMAnWa0NodafSXsKXBGJzXcciNjSZOXVCVhDrGZ8K0Oc5RIZolpmrt+jbi8htJaUbhzKtssAsrQFqAIVV6UX15hyaELBTbkzEaPypeXoJvDmjALUBORW1xosknxH0523esvLW1q/rTr3qM6fuLUTgmSqOhER84CIgjnXnta0p6k5n01sF3voTsvYSpciRv6neFCw8qFreevL0VLCJMtSpnANpPnvX6tDjsFb1bYZ6dJ+4hyUgNwuheKzAND8ztYAvL4zBCiDhUIK56UH5wGEpjN2RlZHb0I/wpFKLmuD6AKSReYTrGp9VltW2whysrdguuK1HGtqwtW4GyiWE4E8dVKJBk23FxhVQ8LL4hF+atpTd+bOnpAArrwqfhs/96iAd5cAPH+AlD2Vs7vZNOXvttnz3zKgUGgbksx/8uOwd3I06qLTSzSAntxEz9it//U35zk9/IA8/eLf8l//gt+TBRx7CwrRFbBEM6yJjxCLWLO2sZM9qGBpxEQovLb9ZLF5TXQAL7+jkmLz59hmZRRi29957t7Rgu92V+TZpxgYXWjzFBIpcFqv97n/gARnc9VO5eusG3BrelsOH90hrVwdiI6IC08H+5AEFNQuFtoRx6ECs3V/57MdlcnZO/vXv/bH8p7/6M2mD1fO9Dz6GyAmw9EKh5Y5xn376o4gp/FN58blTaseyj378A7JzJyy9JdgxNF+Lu/XXMxjuAl8aDcu2wbqPhWx0OckvzksnQpOVMoPSNieyEz7awyNjWMDWJdtg1aeh2OlIHytPFi8GBbiCLMGqWyii/6HwL+FlZ/b2iGQRBaMJLhRZurbwH6z0ZQ5K7MFRcB2+rKvESSZAsXATIzqs7UQIYQjYT+3PR5JFFvo5rVOeMvJC44E07wJUePkhaS2fEar+rT819sBmmHDhTayLShLWBXwIIaSRpw6Nq+d/uGirV0K3Pd6knR/z+BHu/tGdjXmew35cT8MfL9yafrz4fT8aaTbUD0PCcTP9CLSUhOC4ccwRB5VknsNRhDzQlBk9oVKSOegueiZdWQelmkQqPkZkIzBcFAM6rz9ogphClmJnbBxGhaSL+M64uFBQK+Y55xSQShMmfkMfdhu7+37sqrbNgtPmprjm5M7EolxARIIdcE/oQH20kOYRE7e1H4ukGBuX/qqUg2f4yWZwoeWxXW6+fzt2/EIsXyiFC+dOY9vbKWVZVBeRJbcSQik/yLdhQdMSrIgvXbglf/zNZ6VlOSefeOhx2YOYtiXA6RbRgkV2wxOj8j//538n33r2r+WB+w/L//3/9F9B6T0OJbaAH/xtIEoWrgjc9pbKNa2ZrG4JVscl+C/Tw5iv6Tlc1FB/5SyszuevXJJOKKHvgjtDNyywtMSyV/WhPrtDkaay/fBDD8vdR4/KCNwyXjz9mgwPIyrCMhYEqugHoKiQaXLrTCHQ31n0E/1x+zpa5e986fPyj//eb8picVb+X7/3v8nfvvILZcFuQyi35WUo2Bibpx9/j3zggfdgG+UL8udf+xs5h8VuggVm6sblktFbWUTO7nvOmBz8sRt33SXNB+CbfPgI/H3hgoGFgvux1fEcNpy4fuO2zI5ygSH5hTWsUhct6RynBWzesbKEPubCOCjyXByJUVFzpUTXCownuSnxPU+PCi8rhT5zH76suyg6TUIfsS8bTe+mDiEMAUfzVbM/HKVKnpohyatioRmkOPOWwSeAfgrgvUe5MqZgsYW6rj2wlrNl9Rqa0qUh/eVh3brMt0N9i1Q3N7QxPffkHaPrIgUMCWqDBN7b1WGfddaGJjolpkmMWKm2CpIKsS9l4sU+UXDX5yZNZsLXZYEzkHkjw9dsy9oDBD2mqg4yww+KgYreEaCvFmALaZ+q5RJCVyvXWuktsarngivPJqZCBs3OzBBlDAs1P4dFW3wKwfjpDB7poYBk4NpAtwZaP6nAFhHKiwrRLBTkO9PzOC/LsW0D0ooKV6AIdbblpKN3jxSvT8vy8G0YhLFwjT/41TZs3yUtB++GgRXxbhHObPHCGVh2p6yJ6DP38Cs5Izy0wJo6Mb8kv7g0JK9cuCM7GtrlIYT82tlCKy3nVRbXc4O8efGc/Ml3viHPvva8PPHE/fJP/uGX5KGHH4QLBdo+P283DJssYJFWthlKL954M1BuqewuYhthZRTFHGZ3cbHaPGhePPmaXIacD7373fKxT35ampaHZH5xStpgwebc1oeKVYx6tmHL4SP33S9N3/uevHL6hFy7fkOOYje1JvQrxHbGRNOZzhkIUi5kpB1hx3791z4BuQry+1/+S/m38Efm1sif/uBHpBVb/i5BcaSSfxzRHtgPJy++JX/z7Z/JItxL7n/4Xgw5FCZYtdX4myqKg8HxOJPFzRId0pyHojqzKI2zZemGG0M76p+enpWrV+/I3didrakLfay0miimVo8tLcNyC4t4LteKUGTbpA/9VRxqxYLFMRW+qq2zU1qG70jDHCJ9IPSbenHz9HZUHdFl7KfYIxFShUsFvZKqlCIVAvbgGDKRZJGFBmYKFEMUUxzGNSmco6+r4JlRmmho4noeDU/Kawtvqweq6YGUCm+6KmB5wUJie2th++ngTGzmbVg6rumw/VWwfoZ9pDWS1ltHnnRsHezE9IkRHdZr0T01t9+RFu3jzYvKAg+emWSzqU/zjE/lJTx8bQwAIo8qOszDLwF9AhQPS1PGwMMAMlFGwFJyiEO3x0JVqAdF1w5LZgEK6+w03A8QLoXDo9jxD3HphgCFkuHDmg8cgcILP8wLMEbCFeH60JQMTy4iikCTdOGXhXJcLs7B5xSf3PfvkWVEQ8hk4PgARTcDjY8xd5vgftA0uEtWxkZkgcru6B1rsvATCg/7LZTVN0LZzeEiHYWi9eLlITlxdQxuDU3ynoP7ZFsLwo7NTIAXEIF34txb8qff+Uv50cs/lcceOy7/+3/8O/LUh94LaykiPcCaqNpiBRjGmxkWwbV0KEtvCb7BC7NoEzabYN3U2fJQ8mjlvYPoDL848TJ2ZivKPcfvl/333C23z4wgDBusxc40pqQWezXpYT0m7j333CVvYovjU2+fl+PH7oFy3iWNrcDle4dFouiMf8CbSm9pbl4G9+2RL/3W57EVe17+5X/4E/nj7/yFsvL+ygc+LD1Y7LYESy/dG+juwI8ob146Kz/8/osq2sFdd++TBiy0KyMUGQNvpDqUpRf9pg7IA7mboLCvzOaw6KgoewZ3YjHfDTl38bLs2T8gTW2w0jagYdbt3liV3vFvEYscs7DQt2Rb0Sdt0obIF9nD8GGevgMrPHbmw8LC3pV5ycOFpsSFi8bD14m+rInEjGKGmujXFhYhV0RRuIwVokrKhW0EusrrkdR18Ix7i/LlxfDifda+gOpRyRaPrR4I74FVVXjVs7WkP2JYc1rPeZatx8F6+WVzCS3X2+CuhxxJ6tR9lQR33XHQsaYxJUw9bNEYLKhJofCue4tqEKA+I1c9Fy8lldgsY8Hy8BZhcLBSHp/bZyYRFmoFUQmgADtfPiwK0EBbAk4WocRajtyD4AJYVHT6tFwYvi6TiBJwpK9PxatltILGMvyAy1MIH3YUCi52CNu219ocgp+u8SmecX2pZC6+/ZasYHtdJQ61KVelSl5MnKxSduflZ+eH5NTVcdmNEGnvOrQLX2iwmAxKHDxeEQJ3BREULsq//ZM/kNfPn5KnP/CY/Hf/9T+SY3ftkdId7KIGizOWyUG5RbQERlVA1AMu2sq19yAKxYDMT0zJ/HQBn9itrqGLQyNwp+G7+8Ybv1AL1o7edZcch2/urbEx5UrQSeVcT3ZXf9ISuYhQanfddY+8533vl5On3pSXTr0qj0IB3rH9Eey+C6smQnwpXdlFp7vZc0Y5X8oRyFy2Idbu3/m7vwmrcpv86//4x/Ivv/IHCMiwJJ/4wIdkEBbSJfj0Unl43yOPST/Ctr108lX5+td+KB/56Lvkwcfvg3UZm3xQk1e7CcRV7JHCzlg0ze15KXQWYOktyV64ktwZHZVrN2/J6J1Zae/F4jta0mmlV+j4oy2+9tgq/2w0igpvfrlBWhoxrzC3cvBx7t3dj80s7rO6Fe3sun5NMj9/GbcOk6bua4Mva2qBGVY1ocOuwqGScgqZCAF7cAIZujLU84jhFlNcL0lYDS8bjqiaGsjQ2M9wlgxTtkZi1Ks5W3zWqwdqmCjpFd4UleEBgC+glsLLiU5S57kGAGGrfbBOfz2UAUYKJYt6+Ky2EL9E/J3xtdusxhxpnnlAmVHD4cezSvVfja3zhnMkSmShgVlFPqswIX1CNGOFGlgPHppXxNl/DVRQ4V+KuIDzCEmWFyiCPreCCh5SsHRm8Sm7hB3AFkaKMlJ+C1bdGRnsalOKDhe7NTVglT8iKSjLcGsToisg8sHCJJRkbkLRqZ52S0M3sZsWVuEvzVufzO1KrDmB3RehODVC2X37zpT89OxN5Sd8DOHRjmD3sUZEaChAsW7HVrcFPDWff+0XiLP7Nbk9flN+/Qsfk7/721+QuwfbZeXqKVkaGYLFGW+3WGSXwSK1HCzNWSyoy3fvQBzgNihau9Du63ANQHQKKvRUZKEM5+GUeu3yafnpi38LX9V5efThh+WRhx6BawEUEeBZNxTvwHFaU+Et4lP97sMH5SEovN1/9mfy2lsn5Q2EKHv4vmMwkcI9A23L8Ruueup7ejeYQRUcN27C0YrIBZ/9/CekBZbUP/ijr8u///Mvy21Yx7/0iV+Vg3sPKPeGZfgWH9y1R9oQ7uyVM2/ID3/wkkyMTcvTTz8uzd3YJIPOtmiDfQkG6wuDKCFgSIfcje3YArgF54Y2bIrRBaV3GG4NN6V7W4tsg8W5nIWfNn1DeNvnJx9q7Zg36qUJY0orLxcXZmDJ5do6WqXLSPOdKsOFgBwruJpoC3q5DPN91OEdhlDMRGiJkCpVVNArqUopUiFgD04gE6HsVslPV1EVuSZejTMEgueOWsDGd6WtZ/FqdPIm4LmGEzO9wuvrvzhZTYuVfCzWJcsFwLwvc+Ha1rE2PYCHXdx0SS1I3RmmlqAGgnoIH8ED1x7307KVBz5RKKuLgHk4yjL+7NzMsnQ2tiqrKtQPY6Pov0sXBXhyytuT0FC6d8ogtqttb2+BD+y82ka4tQN+urDklmEynR2/KlNXT8oyfF6bWrql+9Aj0tI6gIgPo1JcmLUsjmpvcdSIKhnmrAFK0hKWcL9xeVTeuDYqM3MluQshzA7392I3MliHIW8HlL5huGH85NmfyrffPCuF7LL89m9+Sn77i59FHNztsnL+VVkcuoSd0+C3S+sxDzxNizNQpCZHpIRd1TLt22R+AX7Esg2bWEDJKExB0cLub3B1WJxB3adeludgoe3u7ZXjjz6GkGZHZJYbNkBTVQqjqYvQCP7jhg17DxxUi9y++9d/LS+cfF3e9+gTclfTXoQdg4KH+tIonRkovBmGI8PWu5/95EekGz6uv/cHX5EfvfRTLI6bkC9+/DPyxH0PKit7CZth7BzcIY9Dgzj99ll58xT8pOHr++S7jsvO/Qh/Rh9txutNo13otqIrG1qyiDqBBYSTZcQEHpDR3glYwS8hZFuP9MKrYWXuOvjPYlrBHQWbcDRgoWOuvUP1C6cbw6ZRueWOfNZ8wjSAK02Jpj5EUxPIr2IJw3UGtnAA/IcWxg8Pz5spzNBwLmtTUl+pEnBLgLIaLWe1enSXMB8Y2Y5rQNZJnNVo4hZPUw+s8wCnUPfSS0qLB//x0JNb94HKu4DpuWtO8WfydlWlCGio4RodLDpWD9t4LlsY1fYAHu4YgjK+FtOlAUNR62DXSs+GuHi4ktU20aHT890BpE5Y0lQvU4VSGWuVvodOp6UNB0uda48wWPyWsKnAIpSgLsQJUnFcqX2aDoYjgSIzCcvrybOXpGv7fjk60CuNUGgzs7elq6MknVCqGuGjWyguycyNt2Tq+inQ4FN/5oZSJht3wYrMsGT4LXNzCdaFSdFIxRfJiZklOXdrSk5cGcUuuBm5dzs2c+jFjmCoGwq8MoyeHR6VH126IT+9ekNaejvkHyKawa/92qexEUK/FG5eRGzXm7AeL0CBxcVNqy3rwC8Dhb28OAMFf0oWbg7LzGIX/Pm7JQ9Lb6Z9APeCRijmHXLx4pvyi1NvyOhiUT730Q/KvQ89JBn4yTIOMJU1VyjiQC+x/+Zn5xErt1c+/bnPy8uvviKvYfHaz159EX6vO6SjBzJh57W8frqHdLWHsa2c0r2hBREYnvnoU9jeuFf+1e99WX7+/OuwQs/I2NSEvOv+hzEGneoFZy98bDuhaJ546005+9YVRJYoywNwJdh1AFsa05eLNz+7Xzx1RWXQdlrf27rxUjK7AveJbtm1Y6ece+V5uXzuvAzMtUrDwlXwnkc/WRuXNO/eJ0374d7S0QFiLoCDwot/BfjmMi4vd+rjuKsgLrQK4z/nA18I6AJB7MrhTgPqy1bwKikzigFqAFW4eFMV1ErKgxEC9uAEMhF3jir56SqM5EagpljbMxen0s0eH28Cz+m1lWSrtrr0wAaaW/72pFB4QepriC/r563yUHp5C9twM5n3eq4SbcKFphQDJeTWn1p7gDcvHvZzS6X988SfV0hV/DHzMUOTs09Ib0AzgJJX68JMzCeA6AXwC0aRE13pEdZl6KpGwblQbZE7rMHCRgsrXRoMmMCFAoJP0stQdG5cGcbGA3fkieOPyc5D90G/QdQC2S7dPQgftqNPMtgGuDiDxV0rUGhx5GA5LcG1oADFrJQtSRO21C3OTsOqh5BWXFSGGwtVmxFEfDhxeUxeu44NGxAJ4J7BAelta1JtoAsydc3zo+Pyx6+elNeHRxCJ4Lj8s3/y2/LE+57Alr5dyjcYjrKKn2oDFUXlHwyQ4GKn8l/GoisYfqdHp2VudgbWxxVp3H4MCjiskfjkX16ek+exXfEvzr0tHeD5qU9/Wg4dOKB8c/VndnILO6ioMU5uV3+fPPmRj8rxP/+a/ODb35If/Pwn8v6Hn0Q8Xbgc4EUDXZL6UCHU8JKQw1v6A48+IP89lN4/+MM/ly9/9TvyP//h78nopz8vH3vP07Kjd0CNZytcOB67/0Hpv9Err587KePwV37y3Q/IvQ8cguKKvqFPr3fKRMtEXLSvoRWh6lqxcK/UIr1d2IgDLwpX3nxdem5l5dC2BtU2Lm4soH/VNsYgaz54l+RaBhQ9nfqLmJxwd8Pk4EhB2VNvEpQHeUcmvOBg/gLkQKIF9JYmJkqM6OVfz1x9RYjhFlNcz3ZF8aIYlikE70i4uBmbl++BW8cm7IE1mlO1VpNO4U05DhDO+XbH25o6apVY80l5ZrWODDYtvhKqgPM0eKyTWClbsTnRdd+qndbSfMtdreZqgQL8QwsCmGZACnojqhForioBdHJqqrw4P59p5GcM+/BeA1DOYN2dm8WiJ/j40KKWg0uBIwUTVBphhSvDvxIqr9y8fFFOvHJC2mHB7S5MS3nsBpSSJWndkZfGDvpgQnUFXb69W5o6+2XuDhRWKL7cVKEBC8UauwZg4e2WZrWxAMKc3YDrAXbYOnX5Dqy64zI9V5BjWAS3ExbBLmzF1AQFPAv5h2bm5LtvnpHvvnVeSp0d8lu//avyxc9/Uu67D3FieQHjsz0FLze2qxi7kp1GBk9RKF6EZ/ipHJrTElwkJsexc9gMFC68neUKiE6BiAyZpUn4u56XSzduyd+8/BJcJlbkqScfkEOIq9uKnc0W8EKAm5nuxsgz9WqEp4Hi1ygffvppuXjmTXnlzZPyg+efhQX2V+RQ5yD6fVm5B6jLAaIlPTKQuYzIDNAxZe/eXSr02uHDB+RPvvot+Xdf/SN58Y035Dc/8Vl5zwOPwGe6WZawuO/A7j0qjNi5q5fkZz9+XfncfuCph6VzWy8EpSsBfHsTy4CXEzw12uDWMI+IDK0IWXcYvtUnLpyQtyYQvaHzEOYQmKETsE2aFKcQBePCWRXlo6W7G1b3nPqKUMTNlz7HjdiRT/n56g5gF+OXx3wrrCxlJicmMuxL621FI+GcWF4XjUpWTeijDuETAvZL4c5H2HZraKdVQxXiuEVbkzSHnIYSbjnMBWz2x6g1qXurkip7YBUmVu0s4zkkVHjjGYV1G90aeOhHhZuThoXRriacdSsrL94q8exw5FvNOn+ZeLN/nfG1B12FJVMaVFRPuGdIFN5WWVwPzMOvdgX+ny1YPKavQz/NMj7bL1DhhcWNi874o46rDn5uxsGwVqVRhIganZTTP3lZzr5+Qh6AstQ8cllmZoeksQVIRShXY3lZREivfAespYgs0Na1W+QQfITnsWito086dxyBRQcbOsxOQfltlRzCnN2Gdfn062/JhXHUA//eQ33tcqi/WzpbEcoMiu44dhs7eemy/OitM3IWn/QH7j4in/7Eh+Uzn3haDh89pPxAlbJLpQjyZls7sUHGLrzJLklxbhKTEMos2lRSlmxEo5jCg3UBT9V8O7Y/blfuDOVcA8JtXZNrF1+Sb790Vl5/+5Ice+hR+d1/+l9K7+CgimLBfkhycPbSEluAMkcr5vth5T1z/pz8wb//9/IXP/oulE+EVNvWJ62QqYFbDmuLVtJpj8FRw4Md2UpQHgd2DcpnPvNRGYCP859+7dvy+utn5N/86e/L23gx+cCj75JDe/Zhs4wuhC7DIj1oqhdvXJGbVyflxz94Te49fkD2M+oFrOjqzZ8reZMckLWpI6dcTpoRimwPXGFewULF64j5O4ptprfDhxkbtKFt9NeFpRebcCwjIkfzTrqOdOEFBl8KSgvQs5cw1xC5A6iqTapuMMf/HMKwcVe2GYw/dmQDhHdp+0CuusNAaACF8a6gVlIe3BCwBydNpip+FaJKylWpEegqX+MkxVErOzABVJgyTEG15XBlQqyxRFvVhfZAHedOOlbpsEPlR0FChTeKRXgZHrI8rKmLv0w4oq/DhGbd/mq5iLsAI4OKBRjelK2ShD1AW4w6oFO4B5x9D/9Gfrv0D4GFn/KvM488dGaoB6UemVqrqZU+YRuoMNA6pvwh/TOfMuDhwh2vlhAuq4ynDnQw6Cj4o0KYWcNUmp/DlsJDUoACdf2tq3LmhZMyPzKOMFsdkofbwhKiMLRi04EilltTXaKlJgd/14Zt2GDi8N3St+9hrMSGtRPhwLBjg6yAj/KjhYlyYjkrZ2Yb5a2lbmnbuU+Ow8d1N7ewxZvoEhT12+PYrezaFfnh6bNyGZtTPPTYA/J3sDDtI8+8F9EC2hS/DFefUlRq6fyfgyV5YD+SmImjCHsGFwfucraEOLuzizlZKHIDjLyyIGYb0YaOQVgsczIJTfjVc5fkB6+fww5xbfIrn/iEfOSzn1H+uMsIAZZVPggJBo4okMVakJWTPQhp9szHfkXOnHhdnv/FC/Ltn35fdu8YlAeP3wV/YdyA22A3Zp+HHfrtwzYcOGi0hDH6wcys2gTjGbwAHEV0iD/5s2/IV//ye/Kn3/sLuXFnSD767g/I3dgaurOtQw7s2SN9sFZz57gz5y/ILOIbL8F3+8CRXdKOnd1UVAWt9Kp6KRca5K7b7oJsYxZuDYy8sSRtKzPSjz69PVmUs7fHYE3epkKhKRcSsChD+V8ZHcGPiwU71Q5rxdIsFF7EB0YNgdYDwJcGeFyrFwenzQkTCUbJ4pQYMUHFVfGKsO1WyU9LaiQ3AjXF+p0plnJtQALv38qXV78Hrp9UWzV7eqCKuRNPEo/hkaEOmbVQeJWY6p7OO5vdRupD/K31wer1DZZntXiNn1JWtSfWupXrWJ9rDuvhVs9LwJWFV62KCpPPRVwDShipgvuq8GUjSaMK15xPoMIAQF9glslWT3o2wpVeWlqWZSi8jbCo0aqWgU9llmGzcC5jp7FF7F62cuEtWR6FQojFT7en5uQgPmF3ctc0hDjJwxzT0s6wX1bvUFemgrN856bSQVtbH5HWPQdl5fZNWUCorOKtq1COl+TS2Ly8jp3Y5jK9cu99j8vBo/ch2gPCWkGJW4Sf6imE8/rGT5/H4rFXZNeubfLP/94/lI//ygdl156dcEPABQsXB3W42qLcFwDMwqLZ2Hy35HoQsWFqCtvfLsocFsAVOqAMd+LttrAI/2FEEoAc5ekbiETWIm9dG5FvnRySkfmSfPE3Pycf/vCHlLJLS23FC8ddmVV99N+yzEzPyKOPPSb/5J/+U7l8+Yp852c/lN7OHhno+V3sNjcg7ejrfAvHDrz9QwilT/m48h2Ryi3fJkwHtiKGaV327d8t/4f/6u/LU+9/Un4foct++OzfIkLEq/LZpz8uH3vvU7Jn26C0YoOQew8dkcGBATl94Zz8+Ievy5Grw/Lo48ekbxdiE6N7WI+KmasuXMrFQbV/Tv2MV4y4y43YXASL1O7GzneT8wty4sYdZaHvgQVfLb2H4kzltTQ/DfeGccnjJawZ7i3qpQa+ztbLmLlddO8N+E2bUR2pwhNVEyqWFepKKryuZCWhnEILovhWiCopF74R6Cpf5yTF4zsWrbxcW9PKebh1bLoeiJ5m0aVr0djkal6VsuI+iWlcecZWyWZV+0IvXsOanK2jhh7g2KpnJM5q0MnLSfDhhSgNhNV41GsOefl4c2lEtCirp7fqSkEfQA0ALN2Jn1e4nTMq8PQ70fm2CR1qCdsDL+LzOHc0y0LDyGExU56OdLAML+Hz99LVt6U4MS7j2FHt1K0RWOVKiJywTS16gieAtCBMVR5Kmx531RbWCEthYXICIchGsAkFFrHduiZZuEWMYtHZyZtjcmN0QXKlBrgwdEj/3B3pWIAbAvxBz966KX/5w7+R5994GQphUb7w+Y/Kh7Fj2qMP3if9ULRVO+i+4KkQteo24c2aSlQ52yJolcyutMs8F0k1wMd3eVJKiCaxsjCB9By2NIWFDbjPn7wtX/nJ83L+1qg88vAj8rHPILzZsfuUmwe6UDWp2j/ccrgJ/sjHHntCvvSl35L/8B//o3z1e3+loin81qc+K0eadoI1Nl9oYZsgO/tOWdlxhuJZxMYelDGPzT7UDi4meagIo42Ms9iKTRsee+RBbO3cjdjB98nf/OBn8uc//Ka8cOJV+dRTz8jTT7xXdm7bjpeVBrnvUEauD9+S2zdG5PtjL8jx+4/IPfcdgItDDovNsKgQlm2skMOCPpiiEcdY9TkVb/vIZbDQMYNxzCD6Q2e79GG75ZO3huXa+LT0dTVKZyfnlGXFLMFiz53jsnjZaIVvMxepLcJ3Wx3UdPRPM7cK8NfV/66kB82VMaP4oL6si9yYrKBXUh7EELAHx5eJsO36MJNkKwJUUi46I9BVvpGSkJWL17gRBWPzbh0bswfCp1R4yUZoSXKF1ydt0mZplwb1oCKRm1ABfYzXIYut6tWOL9itdOuooQfcw6nS/IPx1kNORQRW3upvY5pRDTJuZNJ6N4/uDFiY5R4Wq/mE8Ac3BO56RfeBBvjL5qDo5vCpOk8lZXZWFm9cExkfh89rQU5jG+FR+PruQgzYXdgZqwQFq6G5rBRe6mAePUzxh1VPbWkIhQiL1qZGh+TK5RtyYWhChmewWAnbyh5EXNnd3EBi+ra8gU0eXp9akldu3JRrty7L4K4ueebpd8snPva0HDp6EMLCHxQWRJiHITumkLtVakZZAPrqruAz/SIWpy1MIyTsXBNiw06jjmEpTt5ARIlRRAVbwmI4tB2f1F+4fFP++OevyStXhuT4gw/K7/yjfyQPPPGkWmRXXIbCV/NhuWe09vbJJ3/jN2UKLghf/+pX5Q+/+VX0WVl+o/BJ+NLuU5ZXbFOH2vC0R/SCIqzrUxevydz122rRXgest+37d0IuKJ7a7UDLRmWRB6z1XICWx0Kw+x64D/67u+XIof3yV9/5gbzy2lvyFSjab166IO9/5Al55N775CBcHAawQPAMYNdv35A3TlyWSbir7OvLSz8U2XxxUYrw+11hPN1+bNbR3Qu/atwkoVhzAOBbi75ckOYGWMFh6d/V1SlXEQni5NCwbOtukS4sXGQINr5c0XLP2MzclKIJbaAdZLkAedlkLT+S7gNFWKMXsVexG3lTpdnokCOiKITiHQemlZcL2Now1d2X+TuuoZu0QeFTNLxkozS1KoU3ebNcmPbMJYQ/ZtdrMuv6nUGAIHjm41MbZFovoRxh3rkJxFLlk3KVDtdcC6shFCW0IMjJiGoEBmkJMaIagWb6BFDNjbFQ1YFJjZR3ZsPWXsKcp8LLCA0d8IlthC9rjtvQYgeAwtQkPvdPqA0PhrEpxXMXbkgbLHNHB7CNMBYjZbESv6UZyjEswjS4uo8MtV9YTxmlgIGuJ2HZexuhxk5dQuxb+PweRNisPVCOyOfW9JxcHJ+Qn125Lq9B2c1i44rPYHOFL/76pxH/9pjqrhIUXSzVx7UJzQk01sHmWHYyFYyBSuISlMtZRJ2YXJHFWSyWQr5cwMK98cv4XbGsurBk52DdnIIbwCuXbsof/vQlOXljWI49+JD8HSi7H/zUpxH1oVltpBHpfWNLkeREKy9Dug0ePiK//ff/ASziDfLlP/oj+Q9f/2OZQ9s+P/WMHDu6G/t4tEpTPzbtAP7MxRty40cvyPSFq9gSuUl67z0ke9veL607d0CBRB/4O52CKL8xnKH4ljCujej/pz/yAXnkkePy4x//XP7oq9+Un7z2rLx9jQruU/LYvffLvp175PjRu2Tfrl3yxskT8vqzL8iV0owcQazdnbDStrbC1QVzowl4jQgt1rBtp4q0QBlK9J+GW0hzExYm5kqyGy9CR7B47jmM5f473bK/r1NaOygYXnQxXFTwGWWiiZEZMD9WoLjTtaEB89PzGozpQ1cG3ov5jQIo1kCTVcRhz3YXRhDiKkyUrHCopBxCA8gpi0iEkoUWhDHzEnhzoAkAwvhoeGoCTVifM6u371IMU4YN+FTUhvow3+JSSw94Z4Y3VwvftaZNoPBW3zg+96yQMuolX83l6rmtYtdAKLiWYYEEPqXgXrwhZVzF5teLNfvN3XdKJbFvYKzDsvDyaW063JSm8i1YtT0A1SFISoUDSuL8/BJitq5gS+BGKKj4BI0V99QuSghWm4UFb3puRc7Dunt+eEKeOrxf+e/Suss1YzQ28hp3H7TcsTYufmvEJgiTuKbOvHlFzp27Iy2lJrl/sEv6sekE7c4Xxybkxxcuy08uXcVnzGV598EB+ez7H5EnP/F+6Tu6H8wRE3gRyi6RtUbE+tSiOhTD+FfAk3EZfreLsBpzAd0i0ty5C04AStktTFyTAnZ840K5BlzcOURyGIaS/b03zsrXX3pD3r4NN4ZHHpHf+Qd/X57+1GcUDuPo1kvZ1X1DZS+L345Dh+ULX/oSFpyV5ff/4A/kP3/rz+TyxbPyieMPyhP33i2H3vsQXAgyMnzyvMxeuYlYttjEAYv9xrHRR8/dh6URi87y2NkOYQ7Amp1hGltbwcT4lRcxVnCp+PAnPiT3P3CP/PCHz8nXv/1D+Tdf+wN57uA98ukPflTe99iT0tXWKccRQ7l5KIuNN4bkZzcKcmR7j9wDv95uhGQrweJchIsDa8sP7lZ+uYzAQGsztxzOwTrd19EsexB6LJe9KW8PT2KudMndzZ24p2JG4bIvM+oHFH/6fnOOLdPNQSnuduxnMmez/IdvjvmLU+VT8KqgVlKp6gogR/CJKAqwMQBqJDdwXHsQ24DbkprSDNFMV8P8lpV37QcitMbNP8sSKLxofT3aabgvu/uVxfWoxs0zTZp18wJjfMt1FSSN0BsYl+Ophhwdy77lL5/PF2HdipkJ1TSK3NfgMFRjAIULkgo5hE2AhxfgzlEZRWfzPSN4oKy4jE0n4L9bgGLUBGtgUxMWrTGGKqj4twH+m28PT+Fz/23ZhkVIe7ARQyfwig1QkKkc49XFrfCShn53VGjgUSBnh6bl9ugoBOiC8nRItnWOY8HZIkKQjctPLl6Xl28MQW9blvv29sr7ju6Sx/dvkwPbBqRtbFjKI3dEtsPaTOHpakTmUHy5Y1hhAco6vnkuQsFdgYJLz4MCFEBGr0JIXdBAuYJrQGlxHIvWbmBDiSUsrGuVCcTWfe3CNfnua6cR5uyCTEOxfeYjH5Ff+53/Qp744FNw0WiCAo2IFWiUudMgQ7UHeDJMGRdw7Tl8VL7wX/yudMA95A//8+/L37z2C3kb2wC///Uj8pnxSbn70AGZuTqD7Z5XQAPVnbSwBBfhZlJCfyG0AwaPI4uO4YsAB8GwqC1DrYFuB7C+dkDZ7ziCMcBWyfcdu0t+8twL8jwibvy7v/iy/OCF5+RpKL2P9zTJkc5m6dw9KFfGp+Tq2JyMzC7I4W3dsre/TbrL8MOGdZp+wrkBy9KsFHn0SXNzRlYgSj+2fX5k56C8dnNIXr46JAf6YcnvQH/yywFurvw1lKxxZSi8ohowPIY4RznG7rkKMvKPO8wYBqgBFMY7FjUWIcg5lCS0IMjDgngJvDlgBABhfDQ8NYEmXNUz3+ngLSO4LW0d694DG3OOpO2WVZ1KuFnBCAAzjfvQ/cYbm/vm5sZZpzQMGcrKiy+7W0cVPaCGU4+vhx4leHBB4VU/T5HKGIm8aDZKAkwvXUiuXnyqeLr4JLIkSSRPIqQK+xJ8GowKA4cDimEJCu8KrLtFKEv8zNyIBWiMHJeB1sqtYGcQr+/0zQm5MjYlH4Qv6CDMuplcQdpggYTeYx22QkKLLn8ryN+AVfh2sUUm8oj/2rlX9vZiu2GszL946o689Oab8sbIBDaSmJWOlrw8dnCvfPievXL/nm3wY22QBSjg09cuQ6lqlyx/nb1ShHJbQPg0KujLVHYXoOTCr3gFLgu05nIDCdqVaTXkt/MsLIk5KLmN+GFfNZmCD/FbsFK/eO6q/OT023Li+i3p3T4oX3z6afnMr/2a3P+ud0trOxa3wYppfUpfvRuTcm/AdbD7yBH53G/9FtwYBuWb3/iGvPT8c/JnJ1+S67Bov/9uuBpQQV0sow20VGOwoE0uIl9EtAn1vQxtZDQMAJCFhVTty4oyurFoJVE1w4KVYckvY+w6EE3hPU+/V+6Btfjeu1+UH/zkF3L+/DX5q2e/K29AKX2gp1WOYZe4Y9sH5Ob0tNzAxhFvYyvpqQVsKjG9KIPSgDFBHGH49WYR2oYvBuz3Rvh+U7/uxPL6B3dtl7ew/fNFzJtLw9NypKEVyn0zLNetymTXQCUeTwXMTyj00Gq4YJKWBobKoRKP/uGLAZqRSOGtzPj6pLyXmTenajCA4muuiiiW7epwja121RDYHm3l5TTmlsNcwGZ8aV81KbYYv1N7IEbhre1ywq0WNhl113V0W30v3nAdiqbSF5BKL++7G1bODddxXoH0jKHhSf1cxZlsvogHpFaVXCVrkNSCVVuVgd4ASsm9Vg7J6dUDQ6PzTB0KQS8ZkoxKMS28jdgyNgtrIJxcsRtaj1yYLsnV8QWEzsojMkO/dGMVSRafrtvs1Z3qGsHlrT5IQ0FZwm8YSuilxUaZbRiUvYN3y174fi5iAwwuRvveCew4duYsPlM2yvsR+/VTDx6Qh/Ztg29wHl9XijKNxWZU2PiVexFbF5c7hyW3sxMBFeCuML2CiBIlKOi05EJ+tIF3FjXHKAMUXULoisCtd8tLswj7Oy1DiDBxAi4Tf/PG2/IiFLtlKIqHEYHh1371V+UzX/iCdO/ZC1ZYwGYru2CyqgcVRCq9JZy7sRHD7yJc2bEHHpB//7/8L/Lcz5+THyEE3Nnb1+WJHbvlfoQv242YwK1oUysWGCyV2mVxCr6zpTkpYFONFcQmLqJvG1qapRW+1U09XcqSqpRe3Qp7zBnrN8MbHPypqWD2Av8zX/iUfOB9T8pPfvoL+Ytvfl9+9uob8tblrLx77155Yu9O2Ykd7brAm64n1xCWbhYLAJeLGOfMWUR62C3NXe2SgX8xB4H3eb4EtbfhpakMpXl7n5zDArhXrt6Wgfbd0rUbuHBx4c01A0s8165SUS6UC5ZcVN6xPL8M/+oMYiWrwx5T3ZTkZz3RXRQGkKs0JFkVkYGXehUzwAFKXUWFoJJysTYCXeWBZGqCAId6AygRlV56MtGPl0ovwjxvHVs9kKwHIqb0qk4jXOaw8OIOiYOPI3VQmAiBbKxVP1EERya7Nj7AuQ4DzyMaTbaOlD3gHlpL/cBQA6h+4MWHfS0H+dfj8PLx5urBPy2Pekng56MUUqqjWivU3Y9zEYrlEiY7/SixLEiaW5pg4YUyorbghVKz1CzPI07uUqZR3rV/D1ZMN2DHtgx+vG5wZYOe/BuhwDBywBQskZdmMjJe7pK+/XfJfYP7lfL60olX5G9+/hPE8D0prVj1/5H7jsrT9+yRe3d3SU87FGjMiXnIsIInW4E+udR78IQrY6vfXG5cGuFLTAW3BIWY+hofhGoa8YXKbjBDquXx4xbKGXjM0EXj4s2b8rMXX5Dv//RHcgpK1wQswgf27ZNPfeqT8tFf+3XZf+QoDIkNyjrMEFkW07QjVwM+Oo8LtmZm5uXofffLP/8f/kf55AvPyze+9jX56c9+Jn/19pvyXEOTHO/ul4exUOzB7TuweK1XZq7Py+SVCzJ26RyirI3xrQVj0iy9B3fL7qefkK7Du5WFXr01UDz2kd1Pzpk3OGzFzJeDXiwe/MQnn5F3PfGQvPCd78u3/+qv5Ttnz8izl65g3PfK+w/skQcGt8skYiNfnZiWE9eGZTe2oy71XZAd9xzB4kVY4bGQkAsglbcSIncs4MXk4V07ZQbW+lN4cXlgsFd25DuwQUYX3bJBg00raNGFXEuz03gJmYNSA7/psRXMJczD/gEpQZGn7zZefvSsNXa2bpqxUAMTIWnkmHMVvEJJQgtiZAgrTs0vNUFYzXWHUzIOPK5My9WQhn8ANq7Ede+CLYb+HqjD4KdWeJPXyRu6dwkCaTU9J3Pknczf2FXIUxa/DHzg8kfDhaUwrELF72CW7j7TfYt54D402A2LTnvpfbiRhRZuAhQf04TZFIxToCasPBEaX9yc9wzIQKsJt/ct4fvzCsKS0U+On49b8Ck6hwVr3OZoYWJZzp65JjfG52Vw/1F55Og+aVseg5/mIgx0sMjB8tYAJTffCjeAbCO2B8amZsvN0gzF7GjfbijTGXn19El5/vUX1K5ejPn6kQ9+UB7a1iz3tSzILsTXbUI9S/icPQu/WhiZcc3B2qfOSFMha1yRZoQpy/RAuYJ8aoGU3YfKmggrNEOpNUIO6LqysLQgN8duyvlrF+W1M6fktVNvyJtvn5MxfJLff+CQfO6jH5N3P/WUHDp4UHYfOgT5GYlhAQoV6lJH3LREOerniwJ3pTMdtBT7fyY8N4wvHOzLnXv3SQdcOAb2H5THn3panv/xD+Xll1+SZ4dvyJnxEXl1aU7OQrHdi32c28fGpWF+VjJwR2G4r1mZkKnhGVlu7pLBQpN0DPbDvaSo4ikzRnKGkS3w37nZ8SKlkk93AvRtE6JSDO7fJx96+j0yWF6UBwZegmI7Km8gRu+54RF5cMd2eQBuCgfhDjGHPmPUjZOwBk8XIPcANgspwjeX7iPoItbXhJeiQWmRA31dMgS3iFNwaxhcaJIBuLjwawL9gHNAXp4alsnzE9KGbYqbOrEVc1MRkULgMtHdJctQ6svLUHopd8gRNgoh6LHgCr9KykMUAvbg+DKYLT5ILdkKr0rK5hcARNWTCjmK0eqWUUzMKXgtqdi8uOS3jndiD6zhdFztKcRbq3qS4EZnnTlgKoXzGjY06TyhwCrwNRUByLkBRUzalI2Dh05kP3KnNaT06NvyrWcPJ6w7IdrG6XBLEh0hxS2XWtAFs1kBYauWZ6axucAiXAzyCB8FxZEKb7lBRm6OynMvvAZ/zHa5/+67ZQ8U3szKTWmSacQ+wMp/aE9Ymy/TKzkZX2mQuVyLNJU7aLpDDN0hOQ3r5Btn35JhKGo7t2+X9z/5hDzz1HtlTyt8cS+flJFzp2ViekFZdFfoR0xlFz/qX3Rn4HtyHgoR3f/L0Hhovc3BKkgfcFoleV0W4IS8AIVoCNse38ECt4vXLsmpt8/IyfNn5dwVRGYA7R58mv/AJx6Uxx59WD7wzEflwD33wE93Ae4L+GGlG784+Caju6tcaU6AEqzRaDmUR74gODcxMkCxniLwrEXv0CzJXwLuQGG83+IyLLVwIXjife/FBhDH5IF7YSX/+YPy8iuvyYWLF+Xn2Lnu9F/+qeyBZXQffGL3dffIDuxM1w2Xh2bctErTSzJ/c0YW7hSlAQsKy6UChgMWU9zhuXOeiqSAPuVZ7aZHFwfkGRc3g/5AJ0sn/ImffN/jcqy1JK9jcd/fnr8hr18ZkZeGbsit2Rm5D4rvXoQea4f7ywp2TRu+eh3+1IPSPIFFcegSBFSj+y18vLOygMt8f2+nTM33y+mxabk0uiRHFpqlBS4vsjQhMnVHCneuyjReoPp6W2GoxkI27K3B8c7CDWXl9i0sOsTGFLpjXaMRnjQgG0Dh9PUuiag8osgsRYWgkrIxAwAzhzhondgEq7GvkXRjaQ29ercEvVpQblt5gxVsQTZVD6zaRIvvhQiF15aqKuFIBGsHnriwJOEWaymPFKcqdiRcw0OFl4Thh768W0e6HuALAw+OOQ9mtYpbq0uDYuj5k342pafwVOhkUvExIhuBDv9AIoDuBXhzFjUXc2FhkDLwqj/0iaSFcmFOlodvy+wQdh2bGpFG7MrV3E7XhAZZGl+St8/ekPOXLst7H3pCjmODgubBZmnD7lxcCFaGVXEZSsvcxJLcuj4p80slaYLCWyyuyCunX5ZnX35B7iDKwpF9++XvfO435MmHHpId+KSdhTIzNT8n08U+mZyFL+jUsrVgifcJ/KNySD2SEQWolDd0QCYodY2InKA+tcCSuQxXhWUo6LPgc3tiWC5ch5J7DkruubNy4eo1hFCbgw9pu9x1+LC8591Pyoc/9hF57D2PK36kW7pzGVbIrLS7J2egow0Adm4JO54hPnFzK2LTwu0jS7MyJ7s94cmyAS8DrYId3NBPbFXqY2VOirDecluGJ9/9kLznfY/JDfgf/+Jnz8tP4Obw8qsn5DQiXJycnpSO0VuIy9suh7p6ZR9Ciu3EuQXKa9f8suRgoaefML1koaVD1rKygivFFy81MKJCCeYmI5ZFlpazbBZvGlBkCx39UsIWxA+B/r7BPrl6/6z84K2r8uz5m3L29JjcNdAv79q7S3Z1ILTc3ISMjDVI0zxcYPDC0gWtpANbN9PKm4cVf3t3k9y93C8XZleUD/DlqxNyEKHpGsbPS/n6GWwPPSYLsFpLFm4RmHuShwwYH7xLoV/59lPGGzI3Z9QDVunRRL2bCMniWUGtpCq1UR5PLlEmlCS0IIxthaCSsnEDgDAeGm4mMEM1zfqfMb3UlyDO2eBsWH/5tiTw9cAGnVCpVLoq2gDDLh9mOOxZSh5V8PH1Zv2ylMV/AeFer6y8tFZsHel6QCu8pFJKFjqYzy4e2GjATln5NDNhI80ZLX09zonaFUAKAIyisP/V5UczCRUJ/LiYa3n4isxdeVtmsZXu0sQoQnbtgicDrHzFNrlw7oqcwW8Hwk7t37tH+gfbpakPFlcslS6uNMMyW5TRIVgSEfe2Ldcrs4Uxefb1X8jzJ17CfgeLcnjvAfnVZ35Fju47oEJgNUNhnZmENRc+ukW8+SxlB6Tcsx/xZc/B73MWyg0+YVNICJvDL5/BgrmmFmndtgf17sBmcCWZnp2U22N35CosjReuXpazl8/LJSi4QyPDymKbgUvAXijYv/LYE/KeJx+Tx4/1y3Z8au9uhzVSRjD/YD3OwAcYVteqbz7Qu+jKUO5phj7WBJcB9Kcz2amuQ1+UJekpjasXvGoUXrJT1wy4ZcuwaiN8V9fOnOz95EPy4fcdlQu3ivKLV07Jz59/Tt6Ey8jJoVtyGn68HejDAUSZOIb675udwu5qd8ke+PwOYGe0NkRGwOsD4v5mEO2CId0KMo+XByiSUDSp6PIlgwoq3FTo1pKDpb7/blkcg8vE4jDi6rbLFx+7S96DRYavXhmWFy4MyZdfPyn7EObtPQ81y3H4apewQHHi+ozMTM9Kf6FDurGlcFMT2oAtigew+cRjbTvkMqzYL7/yknSP98JV5W3JwHe3EVb7ZUagQL/SMq76jHNB9QN61OoMdLPT0Wqem2e/GWq8MNICq2BdP1eGSuWVVNoGaPzaOWhOa3WmxJwPvMDoftXIHy+9tRJgq57kPbDhBiUoULRKF8RP3nhgMioSTLx6vqqHAmeqAqTitPbICNGp4v9R6fXebtdels1eo55GfH5BscHtKsWhiVOQeFBrpfcwc2dqYWzR1sIhiSRaT6A6purCw6IIq9ryyA1Zwifpebg0lFdmpBFKa2biOpTHvLxx6pLcHhnB9rOPy4EDA9LSA0psDzs3sizzU7DszmCzCnzCvnj1hrx14axcGboO/9lF2TWwXY7uPyTHj9wtB3Zjq1z4hXLx2PwctqflyqMSLIq4mJpau6Xp4HFEfoA9dOSa2uCiDPeEFfgzzGOr3zGESZmGm8PMpUsy8vZluX5nCLuC3ZQ7oyMyjN/YJKITQFNrQwzbPUfulfvx6f/Je3bKIWy7uwt+sHuxXW5nD62vcMTHJ/HywhS6iop0RYGq6mnJDgQLfvq3Ejj5bgzcEqwBVmDrDY/IVRysh3zhY83xa4QluQ+hwvq29ciRAy3ywIF++fjje+T6zQ8i+sSonDh7WS7AjeMWXEkuwOf3x6dOyg7E2t3W169eWvbu2Cl7BnfJ9v5t2O63D4vUuqUdG380wYc5hxBgaqdvfgnABhWLCP9Wpr9vqV8Wmw/KysiiZGdGpK25QQ509EjHoRYZhFX5Deyad/HOuHz/1Ck5CXeFu3bvlT14q+2BP/cCdrgrwSesubGArwYtWMC4Wx4fuF/G3zgjV94+KefHW2VXK9wosJaZ7iFL2PGH4cnQaNVtXNTGdrMLnB7kqsrIw1BsAIWxqKBWUmG4SeChym5q9jEEMcVJZCWOw8ZJJKVcWzxMU+XawC8U9rvQ2gqwVZu3B9ZsvpgrMkO9IvpzIQpvNawqrKHU6HsVvv159Rtyro17pZ7VTNGfkLuv8cvl1pGsB9xjq/QLHxkernyyJT/qPFGqYmcgMoCSt2mNMXn1NeFzcTMsfeXWJvjgLksLFia1cJU8LIPdna2yvRNYI7fk4uSSTE3OwiXggDz6xH3Ssx+hpLLYDWsaYcPg6jAyNCE37wzLNSig12FtvXLrGlg0yLvuflQ+8MiTsh8hyBgxYQ4r7KnsUmVpacQKJh7QWRiVgIu+FhtaZKalR8ZWbsj4nRGZgn/o6Oyc+o0gNNkIlF7o1zKOCA0zc7Pw8S1KG2IA9/T2yUN33S1H9w7IEch4193H5Bg2UTh8AFZJhlPDdsFlWJmLMBzzFpRBCLJMXT/T2CNPbYw//6Fue7ilOrc/P0KKPO6g6ibKqrCbXHkZFniZl13b87Jr3wNQvB+Tj05k5SxCrb15+g25CBeUa9evypUbd+QGxunE1YtSxKK9JmxV1QNL93bs0LYTbimDeDHZ1jcg23v7pRcW4C68OLS3IPRZc6s0Y040IjJELt8ijX33wG8b4148K+NTo7DAFqSzuUXeB0v6A3B5ePXKkPwCG0sMYS6UMY+mG0qyCwvldoDftq5+7I3RKC1YPNd16Kg09B2Uh+Bn/cp5xPRFxIzOPbvwwtMqrflFmUF0hnbEnOpE2LUSxpBKcAvmVAtcLuiBg27Wz5IUnVdHVMMw15F7Yla1i2HmYIYmFmtNECkjX3noGscth/mDm/qm0CPWpIPWupJVmzRmxmZodY0OUXirY+anYuB7hiXjHct5BrilX99bmSMuRfKLwrdJuCtiNblLdodiKxHWA1oPUP2JP2q4+Qe/yntQGLUZrngEisxQD1okSmShh00wk4I2BWqwntogSi/DhbcA38qpySnpKCzJwug4/GdnZRw7aI3iE/QKNiMowcJ66dJ1+enZs1jpv0MeefguyXXCors8IbOjKzI3BEst4uCeu3xBnnvjJZwvST+2kH0PrMCP3feQDPYOqPGdQeQARlighY7KLc9FhDxRvrf4pD0L3+EJrNq/jcVs12/dkiuXz8r1qxeQH5NRxMGdh9tDCR8A+I7cBDeF/v5eeeiB+2Q/lKy77r5L7oE/8dFDe2VXHzaVgHKUgzmQm12U5mbUPKOFlU9Fbp6hBKIMtXVhgJr8aDH33y+IqOpST+Z073WqkkhB7RoxloyuwU0kYOuSbsRpevyeLnn47vfBIPxeuBZk5Oq1WXnh1avy1tk3sWXxJbmEsbp585bcevuWvHz2pJKxAU67fV09sh1W4MH+7bIbCuxexATevX2ncoPoxGK4FijJuTaEB+tdQAzkOWwtPC0z2OKY8Y4b8TsOl4nDUJqvwof7lYWsvHj1iuTmxuUxhDJ7cv8Radm9W+bwgrKc7ZWGsSHpWxkXxF5AxIkp6YOVuB8uEYuYG7MrSzK9tIyXG7hccCkkXphaGhB5AqE7OIf8/RzspiAk6aB7Kb25+DFRGL4/EfPNwN5H7MtWCCopGyUA8JEGsmYCB+okAoQbBkARORe4uQnCh6uNS5RisWEkfIcLUpc54mXiza1N/62CwutqBpzetP+mvnHpUuYdJXht2hpZC+XSMmpEupfxt7V4TfdI/Fk/6vU4k4Iw5lWUhuAzjCgb83A3YmNKGCkV+pvrRjPPvfiq/Df/5/+3wGgmBbg0FOA/uYgteUcmEPYJWwl3whqH2F9ydXRROvDZ+5ULr2KbXV4N2NFsDjRLMKfALeE8IiHMQandv3OvUCkaxQKqZ196Xim2S1Bol+GSsAwlZgWhtpaRXywsA39BpuE6MTE1BUvhuEzMTcsClNtFKDkr8CXN4ftkNzZM2LfvoOyCkrRnz345gLi/R6FDb2uH92lLi7TAPaIVFuqWlow057DlMPyHl6EMlfAZRm3ioCcde2OVbyqM0NAEi2gz5KJyRhMk66RyX4B1eW5mRm1PnPTljioSpxnZJDoUno2MIWIcY7qKsD5GsNjWUJan7u+WJw49CIP3PVjkNy/T80W5MtkoV2/CD/rqJbl+7bpSgs9fvwKXiNNwEEGbEIexBTFwO+Du0AO3h14oxD1YNNiK8HH5+SnJL8xgTVkBigbiHaPdjfDp5nwqN2H3va6d0t3VJ2+OjcjpF16Vn90el+07MICQi3OhvIAtkaewwG1kFGHK5uW5Szels6UR8wMvUyh/Fn7Z3HyEXtZUYsj/0ih245takPtwV9ZDmrSLEvWjB6k+nEO5hBZ4hHBlUhO4aP1JMy8z1E+7wfIUGvODX16Xcek147d1bPQeqMy0Smr9ZF4FhdfTGDwH+CECB/9aKZX1pC3Iuv+1ryclB0VliCS989q6C7dZBLBntentGw9k15x3JVO3rRZaVlYrfUKBjdVYQGORiW0A0Qvw5kwM4BowPilvnD4LtQYWQnwaL2GzghKWPdN3ksrE6Czg+KSBQFZShqXt7KUFuB7A8osHS6mQlXnEyh1DVIRpuB4wTuo8XBau3rymlLxlOLsXcKFwMwFqbUW8IdKiW8RvCWVZWBNb2xiwipECctLe2Sb7Dx+U7fi83t/fKZ1wqejAZ/Be+J3uGBiQHfA13Y5dwAY6EOIKVsw5WPqKsBrztwies7Q2qkZXFCFvq5P0iJciUQ4dVYYMpeUZ6eksqdi5dOeAYA75EuIaj2Pr4yUEDsU6sJhZRr9qS1ZGjmikWVtrdg7HhAl8ibIUZrxA4MKj/zRj+rK/87ACl7B5yN1ccDgOy/7EcRlDJIjR0VGcR/ESAleSyXm5ceOGgk3DAn915KbcnhyRpfPL8OtdRFvQHrxc8Eylmko2xyODCdIIN4gWKLtFjPModn6bwovNVXxFGNwBhRkhzBj2jDvCcTJx3Nhbo4uIHIy+4jOA824e/itovdNfXBA4MQfLMhuFKCPsBfOoGqAGEOn9RyxaLEJqjn6C2LxRBCMwjJUZ2QP1ZML4bAw4ReVk4Jlhyrh4zfSc2RjS/jJKYU2mjTylwhXeukldVrdxddfaZHOA91sqvM1QfLmWY+uI7gFOGfe04c1IwWwgFV5YotZlKrjlim5FdGm9+ETXUp9SWh15HNi7Wz77Kx9CfFbET50cleL0MMwk87aFEmMEZYZXaUN7t2Q6+6Xc3K4GrgTFrTC9LDeu3JCfvTYlM1B42zo6ZOeBvdisoElGYbErzBZgeaV/LT5dQwHMq3i5jB0EhQ6KcAc+je/A5+9mbn+L9AAU3f0H9snuXXtU/NUGhKJivGDOihYoOs2YNHRNmIcZZwTWv0W4W3Ahk9KIoF+uz0FFD16ssGAX5i9J6xLCs9FHWfUvp7PVz6V8syzD1xhrv6zIWj5h9cQntp5HDbbPKi2p1uPcR1RN1mZO5dJSx8vSActvNyI5HMGObNyIgspwAS88c3ihGZtcgQ/wJRlC1Ifh4WG5fXtI+U3fuXMbCwVHIStdKhBdGINEvTwH5XUaiwfnZmC5RZohxWgV5irfqalJySMs213bW+Aacw8s872yAHeHIr4qcMMSFd2CMSIgI00hHFrXOwNyAGLAT13DZhvXh5x+QkH8oTs1HtOFYSAygFwExmQoSWiBkQ2AEQQRRWHcIuH15hdZWZ0KKTOmCP14qfS2rNs9oU7teUewqUykSmpjNixc4fXJm6whLiwk4YOlAHyYaT3Hss74mG/QLOXmzZhKL77AbR1JekBPAfSdunczb62yZnfapRopgmEClAjqVSyqXbDEHAKIXoA3F2wyra1UMB596Jj8t//1P5YW7GBVGMIOVtdOS3FyCARQNxg0A9Zcapy5/j2S3XufZLFbGpXV4sSULF+6JedfOSntxSn5w78dlbvuvVf+P//j/1MeeeQROXv2HHxGr6pP3/uxbS+V4EYo1YyFqy59DDijANANYAYK7BSc4rmdsboXoD7sJKwUsmYok91YUNeOCAi0HvJhtgClMgu3hybeQuIaGmx6nSFQ+RAANA//juXFCbRnDjLZQql5zjSUQWwx1tSyHeIydBk/0LMweCjLLoqaoHT2wBrbDp+pPLBXtZm2KFRd0b3KejqDzUfmMCa5/rIcgT/uEZRZUkAS/tdtswUjHaKNSSt8we8MDckwonkU4MLS19cnOwd3yB9++U/l//Hf/9/k0I5m+QefuF8++flflYaBe2Xp1AlZRii54swUuwnzjdONTFmffRCOI4NwbEtzWfnqK2fkMtwa6MfLeoOHQxksioFUKCupGJLI4tCRS82+QlBJRVYdUhhO7ZQ4iRAWmwAM93EVpmzLGLWWg1WZOJXUWtZfW10Ghbd+zcC9Cs9N26WhNjnXjJqtt++9qk4+12Bowgpm3qTXTIxNWxFshUp21VW+/oKig8J088HiVs/uqJ5j9ZRa/to5aE5JzupBjEnbCAtcI3w0s/CpbOzolHJnj5RmRy0WNNlxJQhmfRZWxmxTs2RgqS3PDEvxNjYIGB6SZoQ92NHVjmsAmwzAd7W3t0f5fB6775gcPXIYGw1gVT3g+rDeczn4sBDDejyPt0YEXVD1N6E+KjH8JE4XizasCu2CktzKcF+A07I7CWV3EeX83M2LcSNcd5RBT2d91u31nulqQbUyiMVeZtsZb7gVY9JF32RaWxWqicLLuR45RsmYx0vHFNxNFtDX2m82h/6n3FyUxhch1V6V9srF0kwJ4cYQsaEN4c4Ycq6ztUV293TL9sGdiNqWkZ4OLopDLOW2FinDD7jh2H1QsOHichGxl+EOQ0tv5Vs00mSKP2q+wsBARSaD2wRlMB+G68gAMtPGQOvFJ6aa1MV1kMth4SRSS7HuBBTdflfC3MNcwXxp4Xv7ukv2ThfAmjSbeOqoATIovID7WuXLphlZ3N4tlwbOSPLx8LJhaRiuNS4vJBgxthavJen4wADbRPagw9LnGf5QljZWMmQDFx+hL2sgMICMREaggRigFKhmBrVDtQgr8MNcnplExBHaHbGNa0MnPrvDX3cFoa5gXYXjrVJ2GqGVNmKRWXbpsizfPCdj5y/LAsKRLcOPtgXbD3OL3xUqSgj/xWgMzVCi+eOh3SeYpuJERXcBi5KmaEWEpbaIT9+Eay2mCT6fKhwVFN5mKFv0A54B3vQitsjFBUflhwoxSXQ7yHtdDvX9Hf2FNngsuxTGLRzvdrCWlzOUnz/ePawDRaqP2IcdsOh2QslvgX9tBUNjrt55GWMyjZeJGcyHJaQ5ZhwTNgG3OOtgG3SaZwruOvi6ynaRLoc2tOElqh0RNegPPosFe1RGurHgrX3wCMLgDSK0Gepp6xbZfUBtFbx087oVe5kvWYo3zuBJHZjbCpfKeVlobJdCSxdcJZpQl+XD6xIhmPSKGCx3QSqolZRTbAA5ZcaEr6/cOKl4eZG9OTANANwV+dNmZDPUT7s58mwLrxueqfBi/aS1gHJziL8ppXynzB+zwlvrkNgzkjdU/Ofc5MdTz0GgKnCdPQjrmNEXlBaB92aGKNuK1qB7JPysLww9tsxrWC5XDx9ezS1chvCSWmjDua5KSR1EtdQpqAyL01IeuYoLDlveNndKHpsINPZtl8LoDSi7mNh8D4HikoPVTpZmZHHyjsxdw25sk4hrW7K2iqV1l/6ms9i+d3xiXC3gYrst/1tLAWKeYlOxmoO/6xQU2EV+HsFkYCQBnqkQcRV+F9wfOvGjtXMJyjMVXSpjpKUyRWV3wxwUBTKpBsQKpfGsc2UYYWmHgtuFeLOdsKI3ruF3WFqVl9HHfPmYQR9zkw9aWek+og8nBZiT1oWus24P7+ctGMduvLB0QOGdgbJ76wY2EsEM6N2xV3r33isZxGAuDF1TFgM2t2Xvfmns7JYiwtOVMT/4osVd8PBH9W8JvrvLK4jGUUZ0iNsrmKtvKPcHutfU49CyV+5ItXGt8PPxCS3w4RmyAdIAwEDkgMzIHqgn4xBuvgTbgYnKZzN9eRFueuvY6oHYHvApvPW9GqDwWgztOyhP9a0htn11QeBzYWvxWnxXcmztEVc3I3vY1ZizDIrMui1ai5fehVHrJK2V3iVKJZmSKdD1WJTmJmT5+klZmbkhxc7tksfCtIbeQcSvnZDy3JT6BpNpaMY4IcLA8C2ZuXFdpscWsfMafDahDHMcG+lnCqV1GqvwhxDXleGm6MRA5ZQ/Skc8hiWbovKKN0RaeVnGAuo1/HTPT/ndLU1wYWhQ+PQhnQT+HCzHVMzcShjYbfpDxQZGK5qwmK8bbh/taH+ebiRrdDAu5AJuXuNQdBfQ16qPlatCFQJwTuEfX1LaYdnnSwsX21FpZdSHUeyEx1eVjt7t0sAbJkKeTb99Hi7iRbxktUvjDmwXja2nM63toIFqDKVXLZiEPstgDAsIlVfGJicNpTbJ9wzBb9r3eFIic6a5Dl/WVbJJkpUGVFK26AFAjU2qN78axakXufLlhaVXrfusF9MtPpunB1LMa9MdpX4NxXMQN0M+8tTDTT2AUwhXP0HSc6KYlFsdyNDIAIMVQv5o4NbZ1AN6ePWYu3GU8uMGbKK0bletIifikwApAYpSQilvlhY0BPgvzY8jqsIkFqzdwaYCPZLr3ifFxjkpYivYcr5N5u/A/QAr8+ewXWxhBZ+XcQUwQgLr4uI3hqRawYVQgKtCoH4AZqC0aqtuARc7L3z1lQfYtOryM34nFKUmKM70/STuND6v01+X/Dbz/GA/uw/e67Ry2AoLqPJTxksD+3CtDo7VLPqYLyBLtKZCpmr7WNsuaJlmWzowjo0YR17ntOpyPPmjgl2aXpCp02/LKHb0m0DUByrZmWyDZK+MQekdhdJ7VPJ9O6HQdiPMm6X0FhEmb2kRPYYth5vZT3g7wstCxpoZusc4S1bpSM06hCAEvEpSu9iaKzZDXWSbNMl2aV9evkwzMgojIyrXmE3api2xQ3qgjpO4jgpvUCpt4XUUR7QniBXSyA0Gptx0a4BxSj3IN5h4G0acqPHN57KMbFTDEcXdzDY9hZlP7TO3Fkm8tN5cmLyWsgkNBM8FRD5YycjcFBaQwWxbLM9gcdqkNPQflXLjbilk4EPLuKfjw7I4hg0hsFFBBpZdLmCCDoOjDOsJP4EzTYsuQ2hZBxUh5X+Li4OfyxexIIokShHCYNNiS2tuB6yBHbZ1cxEWv1koOowSQF9SHtUqYop4I/1Bb0PlU+3HfFef+6nkU4mraeqnbKPTx1B4+UJB5aDaPlbKLvxrm6FR8KWFym6DT3En7yxeaqD1yhLi8I5fuAGfcUTnoJMlW17CC9co/MOHsInF9Qlp3nkYERz2ShYh8GgBtjYRwTyDP3eJ8wvh6GKPpBcCGFVQKymHvwHklBkSfJExHiFgI64CVggqKRs7AAjn4m6dG8th4STcpZs/zWZppXcZtxFONexSvXVsph5Y47m5utMDjeGqYN7vqOioG767gXbaDdqwYwUhYYRQSi/u+VuHrwc4tmp8fXA+G2hZ4sGdv6xU/N/EiH5WVRP6GVXy9WJZLz4VyUJSroqUxQMPgqUZ+HFCe51fwMI1KJuwx0pjcRm7ZDXABw7hwiaGsJNWETubdcFyh8/UKOODtBELh0oZLCxrX4YfbqOy4DkDCgzynIWiOwnFii4MPJRbAgadajGtm9389A1ll/ODEQImYdWl5ZFWYH4eD5k5gG/GA+3Byq5GLAbsQGiXbvjrNlARXKODyikV3Cn08QwWG9LKq/pY9XN1QnA8ubCQUSXoksHNLQKHvshRH7c+LmKzEixrhKLLgGvWCKsIeHC4XMHCtTK2ti4tIOzcriNY/Nam4gLTnsuIHw14QcrnMF9Qb2WZq2tSByqPBlQoK6loirUtDUgVAETJkwo5ihHK6skrpqo6FVNiPlW4mFK5NiDPq23ztaROHbIZ2Kzj4NRf4XU3BpOQiyN4e9T3SF1MmLoHa8AmGSiuwcE6DesOvhlkXkMZ1VDa46nH1z283HgitufcBDXK7mXlzaVjXQsta6qVPp20bmyOQxHuCYtQdKmElbHKI5fHtrhNndICf94FxJWdvfW6LExckbaeg9K8/V64HzTI8vSQpZB2DGBBSIdk59rhyNsGS1wBFl1EdQDfJTRrZG5e5uGvabWQ1l+0FspPAz53d0PZ5cI0Lnbj4jaGwqK/7hIsejwsZVcl3xF/VB/gk34rrLm9iIjP6AVr2UZGSqBbySQs57S086i2fraF40i/a1qo+dJCV5QwKzFxlV8u6Di6ZViAVfgx0PPer+gwORhnV9335yelhEggtJY27D8mudYOGEeg8OLloKmBcwYuEOCBcs4ocPQdBpAPQ2Vj0WIRvFzrY91NWalXBFfOzMeBOgkXSWgyFXIol/UooOSYJHjhxj0J076l/lrNejRr89e5ZlMqeUXBqeGj9WXTDgIi+cApi7PRfxCmfzVW4me9annICXdHdWHBEOE2dK1alZuVMR9qlvJj9xP6LquiNBhng6eZ6zodaq18vek9PQnlA/rC2MyCvHVjFMpLHtETGHs1L6UmWGPHz8r0xHUZu/mGzM2OQ+kYlZbeMfhWtiL4/4QsQnnKYzGbYNOFK7dvyY07w7L/0AHp6uqSOZDPIYTZPCy12kufvpy0rtAKyEVNaoEWJoEVIQAWR7g9LOOpxC5SnqxK8/EJvEmzbBOVS1pBG5oQoxaf86tVNqvpghVYdVXIMYwHXyhoa1e31yr6mMor6bkxBl0Y2qnsIk1+/oOjOY/6mltbpRfzYhm0L16+inlQwgtPXineautkWIhp6aabB/2AEbAC6bw0X7omHdduYt5hMSVeEJrxRaEDi9quDt3AtsZwg8D8hTzeq8qb84sUkjcQGUAhxDY4hCAEHM3LKg2QBgBJuNSKsy6V1iq0lx5N4KsR10ri0lP+vF6Erdya9MCqTaX6MA4qvFX1ilkYBI4P3Ks0e3Uz1plNdKaHBr4UQhHYREKvoah8UPIwPWdp37FKQ/5GlkYWWgxDUUILvIIkRPMSrXbOK5Q3Z6jbhcBrjNnT14fl9370ApRfLDrjCxvVkSw+NcNXcmVxSim3BfpMZu4g9ullWOaaEDEKvrhlfBKHIkXFYxa+v81tTfLku98t++66R+YALy7gszTUIH7y5iYRtOS2QdntgrLbCmWHlc+BD3176a9bAA7nhXJ5MIi+eUH0krbCrTWg7TkEBqVtci0O1rKIPp5F/6qwbrCkU5Zq+1jrltwIhL66anEaxtV00HebdU7hhtiE3fUeevRReeihB+U8duD7xhtvYi40Qvmw5gdCElpjD+n4j1sb53E74E58ufY34EqDcHmw7FIZboYbyO3RYRmdGpV7s9j/zXQzMQnkg1VGoJLyoaTK1odLpcoAvwCgghtMmZEdqJMIUr6TIdgNXfny8stEldPmndw99W9bXedZXZkZ2+pSeOtQmY8FYjOWEcYog3sbDm8hb8r8bboDzeDXQjzvYaFAq7zN2nTNqavA7AtDf2gwPlcyuSmHvfp+MnRI9cxSUfLzK3c6HIdienbolhobqi7cDQvOlTIHH8qW1i7p6x2QtmYstYLfLgyEksOk7mzFavz2NrmBMGRvjI3B9zYrn/3C5+WLv/u7suPQIbWlbBmWPX52JjeG3eqEdZNxZhvgOkHllrF4qRDNwrLLVx1rF69UTdgEyGg92kalTIUb075bayA5ox/Mw8dK+UTTrYR9XMtTHgxI34z4TtzymH7XtM76DyrF9A2m6wRdVChHE1bzfvijH4NbQ1H+p3/xP8np06cxH/Jy3+5BfmZQbi988WHM5SZ14xTMDc6PeWx2MguFdxxvDM14EeNsysjU9DTCqCFuNLLVKrx+uT351JdlagJPdVamHjzIyczHDDWI8Q4Ese3KnIL5wpd6fFfGC3hYT70DO2Ctm1SXyVYXJqla7lJ4Qeer35dNzBg3KN61EGZmqbyC+Ea8iSqAnwMrqLYSP69VyFM0k9xcmwOjiueziQlvFUTysAytM7TAQx6dSclDo+vhVH57qIEWXypeLGfIos126PYkkjsCOaKowjoGKaY4cC0VMVG5wOh99+2Vf/SZd3MJEZTasrRAESnCF/eVM9g2uPuQHL/riGzvmJKx8dty7Q5Gq9AuBzqzsrM/Lz9686xMzMzKtemyPPrBp+VuWPBm4CLBsFHURjiujEDQA2tgC/x8qPRxYwMdcowWYmXT0xOk0tqtVJU9wHlAJZMK5NQCt2G2fKhrUgzBLwPllls9cyxVaDDrNu6RksouXVQm8BI1Dcsur2z693Zg7Nu2DcgTTzwp99x7r1w4f14e3dsv/8ePPiGFhYwMT87LzekZKWIXursH+6QRXxdO3xyXi4jocHxPj+w7fq80HIA1t7MLL2Q5+dvnXpAvf+UvM8vLxQzb6hyupAMzJCpolZSDZgA5ZcZEiOduaj4V5gHSAKCCmzqVmFdixNQirCdBAY8ZRmzge9XWUaceqGmq1ERcVxXRq/DWqW80G9wMVUtNzzreS/mljLHzVIsMSBa15lbd2djVhroCvQocjabPbglg4IDFymqD+37sxiEd6zfK4EbUaTeiK+1Kakx19j+PHDwn4UFXmbCiANwPQN4PcrjbfcV+oMuHPlT7ScefBlZ1ro26qiodos1bdxEdz8tr/7YueebBg2qTgCVuGIFP7ouwCE7OI5oAtn+9Z+d22dlelqGmOVmG1a5U6JD9OwdksHNJ9vTdlP7OVrkBJbe9GztgYfOE8YlpfI7Oq9i6bVB2uQFBCxY0UQHmtsCMEMANJQrcBonqrukCcvp3K5G2B7RP9CzGkD7R7GCOczWH5cJgxUmm3zV9drnts2nMeM+bQ0QP7orHbaAZmkzvmJcHAXk1wI0hiwVnrbD07+ntkKOYe7NTkK8I9xlYf3NNZXlof6/AeQELKRFRAvPk/t3b5P5jB6TlwQdEduzGG1SzzC3Oy3e//xO43cAfmf4yPNbpUqxPtRUulZQ9YgGADTeezMgO1EkYid/RQDZd3WrwhxEbGvBrrPbCeEf31Fo0rrqJWB1V8vbYCu/qVINVw7gHmnnzFjaxaN3DcB90Dje2SVHS5ZqtzisGyHjyADLvwJyEU50mswCucjdd2POa4cmosHO3d5Px0uFh83XyrM2VwXWpDt0mZnS/KTSb3sKq/NVgTefPKz4VdFWn4ucq8NNSLi2PJlV88UfjajjPClchWOWjs+5SO22XwwJlpww4XtRwhIQlsRUl4FM7D4tD7XwSCGtC4YCpymm9QwJzlVF5i/DXpaI0V8zL8kJRZqamZbI4iZBlsBhOT8CtISvzew7JLLYizjW0SkdLoywtTMg43CLmZuew41pOWXMZV1f7eNKfcx6L3PiZmsourXK0OIZdOyZxNyxMN8LuTtWl6yAs+3QJLxTKFQCf+4t4oai2h62pQXq6ozQoRZfKblgINeWiYkfZWIAMjNigLLugoVWf40+ldxqW3xs3EYOXvtx9fbIC5XdmCdtRI87zJOZXC+bgAizSgmgNi1Ce5/ACxnm3BPeXJmxzTZcIqM5WdB/wxXTVvZ+4xyvjU0klJg4gbhQeFMwsiwN1EoFG+ACJEX10Gz/Lec2vizwzYgMXl2Nabh2r2gPp5lM67PoKvroWXmiBUNyM021qSeTFa/w8hgYRYz17ob59usXN1wN6aJW/Z03fXX2M3VldCWCupBsjOl0VUTTLdS9Vm05AxcXdn8qR+uFNs1iCggILbSnfrhauYVs19daWg+JTKNCPd0FyLR3SsG2fdMOXclv/SYQ2uyEjV67I7PCItEKR6YHPZhueJoxEwHi62oVhCQ50DEdVky/punecTwA9N3Cf4q3KeEPzkdQ7S2WXLxRqG2YoiXygq6MGYagst+DlRW95bIyvi0qo7M7AqjsByz2tyy1QZvta4OOL8ec4U5RFKKw5LDYbnZ2XoVu3sMCxVbYdOihN23ZI5vYV5fO9jDnYDOsAjQPOUwHEy4AVsFAyyzjPdIGhiwZeyPRLv9XQOv3V/VYru43Gp9b2vIPo9dCsYJ5xQ4qmLdeGVRxd3dvxVSTHjOdVLUYdFN6oZgQtehqbb12ciHQLUHdM5P33bn/e00hfoS/rQXVnHDw74eTdSEh74CZcwAimWwbfKMMOVcQ24ghDIzzsLdRU5ufjptVpjeOc7YQuVwLZf1SRRvTLCbirSFE4eVeZhmETJVj47D4B0HkwkzLKwqsnhqqhnn9qYZyCNgWqsXUB+gDASBYOhN+hMr/T0Eq3Ag4WeEKZyCD0U669R8rNiMu7xNi8ePvERUjlhZbf+blpRGCYxi5sh6Vr3/2y4+BpKLEnZHYWO7TBCrettQUWXuvWQWsf/UgZ/1VtMhN1MYQLu2FLOApUvBjqqAmrYDKMRQttzf7Ibl0ctQ5VTOtVNAQonFR2udEHKzVdxzFsVLFWInm9Mr5uF15cmtGmsBcULjKbWFjECw0WkKGdXJjYwzBlGH9160bfzEIBH4MFtxUh7Lg5D6N6bOtpk4FDd0nz/rske24Y86oAv0q4y5S5VSXMtmgAPWPxEVDKiM6Q7eoR6ehEXyPKBNqo5iu/R2gLb8I+rqBVUk6/GEBOmTFBCQ2HEWjA84ECZAGAj8CTNSM7UCfhITJkEiMaaDcJiE3EBOc1yi2Hee1yycEvQcvXYIDiezEeYw3EDKmiDgpvCGeAGWweN1jeW/nUsM4qI9iBSOTYNtz07IlJMBEUkgfThtl0TpGTsAv85Rrsw3OydoInB6ZpXDD1YLFHUD9kFD7+cAFzK9qBL75mJhpsV+CvR/Nhte4yd1qV+QC+rENMOEV1l3tk1mVuBFaAwwCyCvRfIEThsIx1f/MUVudzky4Xvkfp1fwM5418oRjEXVNQbN8YEEqIuMtx4RxQCwZtLS3b3iv5jv1SyiGsWGkeGJYJhHjqs/kKd8qahOF3Rdo6+qR/+27M9ayMjI7ApWFWWQV5bVPR4cIlWh7pL8yj2k/siniD/WGTGFu4ET6tjK8L91MpYkEV3ErVwRazf1frIH+GHGOkizn0M62rqk59UaesWCm7oKULQhd8bTvor0sF3tAI1sOXmUkou/TXZYSNLuCzH7gTH0n4gsMIHIwSMc+VvPgaMHnjOtxf5qV7X78MwLrbNLAfVt5rUrp8S1YmxqDMNirFGQkwYExo9GEv5lfPNjhc4vsz/b7BXG1agYSSmT5j63CwD2o/6sHFzMMMrV3izc6B/aJMbZg2XMDGr8hbWw7XOqrxsy0eo1YZaqcPVXhTC28gsDwaEJaeNzDIShSt/PCNq6/Vmoi0CvDwsPBkrHKHCbNk6DpM6GToVrN5ERjxXHx0knhaZg1TFxEzdgFx6BQPI0noohHi6DaTNOzQOI58TsKi0FnFz89EFwKuymkEijhc6A6WA3MSdl/58v4+0cW09vBZZW/wpLvIksdGUlYkbbFxakZCM3HDnHRkoYUVihJa4HBXiYRoXiJXzkhvAY1FLlJzsjqqCi8fPSZXmZ+JodzQstswsFeWmndgvN5S8XYzGXxKxsDmeFFCsSnCiluCW8MKYu82tXVJb283vmRk5c6dOzI6Ogqf9Qy2BoZVDxtPcBtb1raWmyxU2rl6KX09NqHd3C2uh9srQrlTn/BZyAthFQ++eCzA2s4FgFQqi3jBYN3VVqtmBOjZng4orVReuejMxJAvMwx3NgFFl1tAMzZuN2jUrnmkwUF56EtM+RahVWQRim5+alLuXLkky0uLCHXXLV2dHZLBtsFNu49KFhtMyCQ2N2GMSrYDcaCxQwdunl2S698n2bY+dR/wtDBlYyuzvpKqdohCbLsx9yp/bRU5KikbJwDw00bnPeSeTBRdNGJ0aRTfjVvGNjlWXmvqblxhN5lkm3G+VBTeVZAeNw2+oFu3LfvmpavBVutyaULd+yqfB10Dbn+O9epC4KEfRJqPRmDegbn5uNMhCCYwyQJwDdA3YuRx71aGCT4HHNk0ns3DgbtkIXMTXJMqy4YL34SrisnHxtNnBwC4A2PfIU/DigNDPqAbA6BhbjwS6bwq1xm7DnYJQRM0GPJAhjD+9IGHHd9+3CBd9Mt9dvVlVR0RQg+dBMNgXYBUMPJULrYflMz2A1KagnUNFjwqGBksLOLLHGOuMo/dEfFbgoV3SVqhoPS2d0gLtsqdQkzeO2Pj2CK4oPw5F6EUURE2mgirasjGIOK1R+WykW2nryo20eDOYNxFjIv+0EWVi6HOInMoaTllDGO6MHCLYMLUy2KVdZGeDgSMpNGN9nCxIUOQmQ7G152DIju2iBceWG1bQdPb2gx/bURfwMsQeRUwPya40QWUXbpb0Dc/i9W7k3hBGkbM5gLo+vt6pLOjDb67CI3XvUPy2w9LfmJSmtux4K1vAPfMLmkaRRi70oxkWnshD14oaI6zbg/qHsHvf+jy+twvKHjiIwQ5BBzHtkoym20MdUxxRbYEiAlQKvw2dopNUQYqzB4aYhimDKHFt4469MBmniYVhbeqjohuuo4mwzuWo+bYJNNwGzx520XvSlIUXzYgnVPuJAIoAUAK1ADtFiBdDyjLOgaefa77Pb2uqymT152ewsy7HnzqwYPS1cQHY5BtbFFW3fzgfil3wpLW0CKllWkpQHHljmvZPCL04gLlp27WRaWnjB8VYsZE7YJvZTd+83OzcgcW3mnbhYHXdeXCZmbzH5aya+0Y123Ho6Xhe60O+uhygdg0FEq6MHD0a+lnerHQrboDLgydUHap9IZdh6x7CnXTJ5sLEdtBw0gMjK9MGQBSMX+1zzaVXd013DFtDgrv2Bi+AOBrQldPl7S1teGLD4hQxkWSgrnXfmS7tD52RNqyCHG3eF6ys28qBblIZZeHZogzdXLrxZ+zMvqoYFRSDoUB5JQZEinRDRwIiuASUeRlZkZ0oE7CSxXMxSPGYwS5bnQI20Sll88iujUgGqOKqvRObOtqj8WG7LMqhDIqvFXwMfa3ZeGtuDQQyXYjVIu9WhusuxvrcxRiFyeWWhguIJMuoCupkPx8/OWakxvPhOO8DLoKVRJ/XCAn7eZnCeLFI0zTO2mF6IXbIIevJ++q2JVUKMw7MrgKdVKXOXnN2HXWZRWGVqEHbuN7YMjo/OUxWqcqTPmQ1PMJFiKdrCBs2FQtotZCW2uHVOqm0kp1J9+9TXJ77oWfZB8UCIwULkKugi9AoZWGNixia1NPBTwPUFTCwihYeOGkQ3UGarC0YtvYvv4euX1nQiZgpSNXpTTpSVWryBuAnpZwanS06rZhUV8n4shyMZea15zEq34gCgPGhFbTWcRT4ksH6w5TTuPEoaJIqem2QF9duiM47TEQLyBSB3dOm4GrCq9YujDQ7YEbUFAOdgFDiNGFYZ4uFgBQNppgedDKO68U3gnkMtLTDYUXixuLM3ipQltWClCisdlEYx/m4s69sJjja0PnMJSRrHqxKqLtSmDV4eAHHowuDO6A2JWomoJ/LAmC8C1Ish5Q/fcO70Rt5VVx/5N1yxbWRumBOs5NKLx14BbCwno7V3cs3rU8R0+LyPFBO44t6HU5z+7nqJu1KtNckGEZYfqsitwE0FpZHjg8BCE4JAKeksWuRLM28SSehkfhaVk0rs47xDYgUO4gWgljuRHoJUyAUiFIigw8viDwsXRrmg9GpKEV8eXGPZZ4KAKibL+VOnRnVSDrnkolUirktW0aNhZGVIGc5OGHm+sagA8vRgnWWQ4Bd2ErMGIDFKFcSw+safC3LNPFgZ/Qofo2dWBQ4WOJAeRmE9v6e+XSlZsyid2yGhC+jOGj3glHRZXClrroqw4ouoxewO2R12poaU3lBgx0YaDvrNowxH3hpOho3R4qo8r/2FZ2w+LrUhnlwjhGYuBGFrTyd2JRAhVe5eOLuuliMU+FGJZfLlDkoRVx9pFSfEHHGM0T4+PSjDq3wYe3DVsFT9OpH0Kt4FwED80TEwhwKMOYg9z9r0yNhC9oZdpgcENR7dc3IH1mzVGHYcQMoGgOIQQhYDOvCnIlBUxPxkxZgZqRHaiTqFCYUwkQE6CYeW98KJvG2cMzrbyM2EBLL1/at44N0gNrOP8sC+8qVUgbA5Re696IWcdq9A2Z4bzaEd2AE1Bbfdn9SW9t6zFUupv02S9DNbKH8fLzVvk45LhyMCFKAjSr+qSI7rG1aTjOekMRPeb6IWkx9/5NWpWXCjkXoSsZQAsFVEUUym1DFfDSgxLBHwYDigdWyKsDbVYxeWlVg4Ut19Ej+eZdkl2EqsvP11D6sh2DkoHrAy/OZnzapsK7gNX3E5MTYMHoKxuqqTUKA/9WtJvhttrQVh2PtprrOZUg6EQuTuPCsAkou0scD0zoWvx1la6IP1Te6Y7QDn9d5WdtEIyK9RwU0QksPuQCuSYuToO/LhV+vQhRLU6Dkktll/JZeri3Z5hjHTMzMzIOH95u+O72wcKbg294EXGdOVmKuBnQANIAq7l6lUCaNly2l33A+UgdGBuwVQ68HzNKxtodIXWFgM1yVZArKTNmWqjDz0nEcYhHjMeIq2MTlLORmGraykudw5rHm0D2d6KI6zjpjC4Na9XHuM+pSagVXu9tdK2kSF5P3DhtdPmTt7Q6TPaP00fsDP4cgH2TWbM7javi1M2phTZlZYGqvABvzsDbg+DJKD9cjgG7nEPBQ3U/0GhRK8JKW4alN4/d1JoHj+Azc580bB+WzAQXEvUDGZtT/P/Z+w4ASY7q7NcTd2Znc7y928s5KecskEQQIhhkMjY2tsEB+/fvnI3BCWzA+DdgDCbnJEQWQhnl00mny/luc96d3dmJ/X9f9fRsT86bbututrurXr169aq66vWrV68oCDnc0tHWgmVreJ4a6JcZeGuw1UEjzIglGswlf27U42lx5vJ9WcJmMbzA4BcE7yfg0cAPgTIc37BlCIHFIDJg2fLcM+GA0FqLTXZN0NDWxG1vU7GZsONwdzZGe130g1oIxtzQRgHZ7CvctEYTBh4qQhMLI5ipyVjtcN02Abdkg7Dxbm9ukEb8uNMvChteZg1Di8zNbDbAGX0SNQUq0kwtMwXeWARGDJwU4oMG/B1r6J+ZC4wXT2gjzN2ZMdaxJxGX4yYDhhzQmZLKx2BgrRSeTDTOxSlWzz0u2zty09zAhnNxBK7HVw6jmI/Wrlg3rhgiGOhVM1DFmxLSIizpqWmZRjoThmm8t16JyhrH52zBzJctfSW+OA6kthVFIW72gV4xEew2u9l8RlzyUwKu/JsCERcIlpWeHPlzJM2hKwhoDrxid5jpuIxMASQGtZoGIcmODUZ22Oo6GjtwAlsQm9mwax5vFwVeBwSojvZWeGrwyDSEGv/oiNQBXu30X4KzJjWKFCzpbkvZt2IJXvmjrRiDcyNSLsegWaVbL/oyZjvw/Ul9h3JjiaeiD5laUBdMVnyoSyO01LTXzRQo6Ich4I6jbJZPcwXaKxsb9OLCLmDoHWICgjh98JrCbq6PAQfUZjMQjqemJmX7pjU4Q6IOgzFscFE3cjsMTW8MJgzKLRlrysrS6wPKUsIuBBHcJsbvQrgx9/rM3WWq80LEpVGUFlEcVYnsiZt8+XMD5k7Nh3vppbO+FHr5+QTLHbWyzE2RK6EKHCi7c5WNIGulMo+KWcELTzBJxte7UlokBvPcioKkAkwcSZHxBzMt9cpkMy5TPjOuEBgTtthrJiVmUnnxhwRPzJskIKNURjE5Q1JmskxcmVPnYgtGOJcl512cSBMtd4ZzQOEyJfihorOZNJh5kvFnjk2CKQAkCX5eHsohqsi8ecDV96YymU7uFNy4FoHmjRpeblLjoRQKFt4cNJyWxaXuCIQdCmYUjLlc3d7epjYh+aexE39sTGq71ogNG5piNJXI1OHnhdfFF0KWUXDj4Qn1EA4boN2l3ep8BbATB7PQHnZWHezA1a1cgmReuvieoT2d+LpsxNG+FF6z2esSF80SqLWlwMvXkmYPTbRZVt4b8L6izZVNL0wspiCMU/taCH0R4PPDD28kFJS2FsNDA0ctU5NOLTL7kwNC+Rw+9EH2MZo7gC6eumYGdqnkXmumFHidQ1VQhgy6GSNfkXgyFlYUjnTg9JiMpVgic+dQqblBLLiW3606chjzknv+Xvvlx0RrjUruSyVntJZe1H3VBF5FRbw+avCKj16pVWS0ObClphVVkwUCNmlXxeMBp4/i2E1LpeJ0YVzPHwCTDSxbPJEmpSU95CgyBS7lMUdGIykVngIuly5NfigZAg+stzmP0UsDJruVYSYvdzPzuMBsCTDlkQFNQv+pCaGUDYeGoq9dw4sD24yiD2H41xBAIjp2HiIqDAnNiY1ELS3N4vV6ZXRsVM6eOyertu/EgSvc/KbAEmUu5hul2cVgVAtBvbHGo5b+s32EVboeZDvtYbkxjZpVHrXLstk0pQYKk2w7D+114+YI2ex1+R5SmzwWCEDgjmCcsikfww2mjS9oIT4ecjEKGuljmTTPCadZqOTgjjBx/rwMnzmt8nTg48gLDw204ee7T7OFMDas8ePIRcFa7V1VPU71Q8OkAWMF4FVvAk7yRp22Rjv0qgfWNEPIEp0BElFzwHN3mSGzx+bJmSc5O96UlErhSUG72B9ZbWp5qQPgYRQezNXz0bsWO19Kpq/kflRyxpJJNTOmCbyFk5IfEgOoArKOWGYuxlnjTYKW9BWVY/0wh0ArNlcTs85zMYXfkUcGFwvMUyJT89KYB4ATN7+czUblQJJgQTwvJ+M8aOKVLAyqQI4UBVaJkiuBoyiiFXB6qer1o+DAxrAksz/RtjICrRo1vAwqGXAQdyHEwt4SaYyluygX3Em1NjbCW0MNBN4RGYeGl5uQNHgyQKsz++IOqDBraacJA5b7qdVVLrpKfFeKrSzbYRZ8nFT2ujwi2DBhKBaPFZ5tyPfJCzvdBmh1PfCcYW62s8LxnoI2BVl6YuDJeB4I/M2w8eWBGqaAHEU/mIJNL+11gzB0jA/deSUCo29BUJ7y4zclLuDshPkL+wo/qlTHAvNDcHfGPsUT2Uwpg4d4cHXB8BjCj7DE8GHeoIWUDa+l9xq1m4uYu0vUO0NUIi3DTZHgOTGk4UqLyJA9R1Tx2XPnyJ2ag5BlksT687WnyTwPo7jQ+VF0sxbFsKKAiyal0AxWKtIE3sKQWFBYblPzctDET42J7GQcpDOBZ4pLxbVUniknwI0mJpPMdS22Hoo3eSbmpOSkh8JLy5stD4BSIlral+Ck3fyREmiL+JgHEyGLD0RcbjBwlIOpnLzlUp8hf1zFyxRDrw76wH2+h3T0z2VmNpCSQXijBF4dAhn8wEIDqd5fCEtaDCeO1ddLc4NPTp7qkaGhIWXbS9+riz2YYw7969KEgTa72exbq1EXCpsB8HICPm6nYSbCJXxqZfkNUkpAK6k2c6DRfG6HEt6p4c2GkBvPuDltElpbtTkN9W+CLXYtlqJIBztDUAnEPDnN9BRBdIURqDYuQmgdhfeOsbEJceJEttb2FuWaLBqCVAGCaSce5kcU+pvSGKtKGNpjat0p8MbQH42DitgPWUnFJaMPshHnO8x7kekFJsUkPWRjRgFABYBkw75s4uM8CPGKX4FdfdlUv6SKFNVvigKuPjmWEhxs8EoHE2VCS4ACMg6fGSMrTc0840PlsRooMWh55+tFMvmtapr0MH91Z7Gm6YJZKpvX2sQahA7wxBpVeverSj2LQFoEqMmPpGu5+ZOQZX6gAAHxCjIJBdM423FRtrn4MuPnBz9UVLpxo9xRMRc1u2wqat3o0aGh3ivtba14PiS9fX1KICZavuOFCkeZqaxSLOgyzZep/WyEoMeTw+jFYD4Cm5fCLg9yoCcGCr2K32yHeFMUSwe11NTBU3ivg+1tI2yneBIey0pFyXbhSW08TGICAi+fG5R/XY9yWcayiY8wPNltAhpgCsc88CENGYEzBeAkN/neD8J7x/DQoLixvNUGH7w1EHzDM1hBQCHshxGYM/DeBv6rcRF/2O/Yd6jlVX2V/RU4WUee3KZhZSFT52J9jTB3Z8YoZiQe8t2wp2cIGSMzwKVEpWVLi0jJkHjMA5gnOYEmzw1YuxIsHKByigcBrrDFwpSSbivLwcpiS65QiRreZCT5ntRgnDIipzzmQ7Gk0vkiYZMzBn8KBEuK9LKJTVQ3QwND2EgkV2+UmSui7MosIILiapEf2oCIN4oSQgyBwwaBiRKO2Vxc9qdAEg5z0xo3tOHENcC7IWC1wjWZHZuOhgeH1XI1hZLFGFgXkAwBE/a6EMAaIehx6d+s43zQTM8L6phebBALUyIEU8nXkgKys/0oCPJoYAquPm62y4KQQiM3no3ChGEKWmUH2qkBNrUNEPid1AbHA2G4eY5u0biZLgs6EzztqmiKZxoZHYNbsgmpBW2tEHjtMJsI0gcvaKb5izrVD63ixFHW6HmsjBJ+7cqmFw/kEcZMFYh4yYQlReyS4Wo1CTVbjFe6KeP4xlfTjK9m2csLd2U5VllsmTmdJPBWukAOvPivZlNzrM9URq60zGQv7liO3XR9QlveCyqwceMNbA4g1vamcFXspFoI/6xlFAKvYErKVDD2EgCLJKhAcPPdShCEwZ274anlpT0ll8bpPk6pH9E41LoR9SxmAR3CL/2m6ho0iW7Y8ba2Ktv0YfhaVQIl04BnMQWSQ7MBuuiqwxHBtNd1q+X7eaAyzuxpGLNPzs6ozWGRuLBb6qeByV8OotRQN+DDw4uBJdtmMroZowBLe116ZKgBHwwThjntNnFO0S0aNrDN4Kr6QokvJk0aeOreKATeAPB1dcD0pbGeBtNKw83eoQReaHhZrlpNUP2NIPQuwTEBmx/RoegRRAm+SvzI94GQod9liMrV6kWCZ0A1h2HuLg6WFpEhu4rKDJiITdxky2/G5wbke5E/FASUH80SgWA3ZI2p5V0JhXKgfGaVj6FQWtPhkgTe9OQ8MXkoR7KCiM8DxlOGNy8PmjxELGwyaU/UzyQFkfxypKYXig4K/RdMMKvK+TPBl/hk2tnRgUkO3ujjDDFhi2ZOyRmLLqnoDAWRVhBQjqILzB+BS0BjeZjiktEgbBPFfuBwQNvGJfHEVwigbViK1qDZnRntl+CAF2dPuMUWhs/djk7piHtqGKf7KWxQ0mCXCQkmB6HzmIRKUQhnXWpgwlAP+1aeGMbl/6oHMhU/mjDMYNPXBAQ3uh6jgFeOuYcp7NIMw6c0uzRHgIaU5WUIaG/lAUJtPMPgQ612o8cw5TAFZMLQlpimDjSzUEJoNoQZykiNUqSgnjyBj6sC7W1wX1fnAxjNYdDJoGVXAi/7CqYDw6TBqAD8csNNGTfO2dXHVwxXw9icJg3oWmAfeKpBIFdNy7IL7PoEzROyYMoSnQdZRZMTJCRu8qHPDZg7NR/u5ZlOnnAc5BWvhHp/F8lItkgZXl4vKi935VhSnsCbhw5zXObVHFMTFY8n8tmES6TlwbsUkqH0MBxcz8N8u1j4YW0/s03ViBJPaGpqIqmUwXKEnIk58jGpwLwZwDJEZS8rI3DGyOw4klKS8yY/JQEW9WC0Af7y5eNDHDE1vHRJ5oTm05a04UnDqWvQ2kYC4j97RKYjE7BFx/Gwow3S1BjAzn67NDTUYYPStAQGByS6aWNWTWNRhFYImBOWG/Vp4pI/6DY9EFQIfRY0BlM5edL7whhMGKYp6PJnDnpZcuaLZn6amHCznfKVm0V4JwXcEMbNaRM4OY1aXm7Oa8IxwV4IlAwKBm1OTwx0jRbi1ziCKQirh1L+qL6l4UjhUQi8YXUin6vWiwLR4djPwAd6Z+DGNAq7DqwKGFtXwR9qePFxQuk2hnTlixcu8FQAkM3h0KF9gwKZzp4T3TfpTsEW/QdIM+XJGJkJMDkuLVtaRDL83FPBgHNZ0u4KwFEAiJW7aUUs5wjwhvIu319+ZHGYXAnlcaCg7lZeESXnrrjAa60sh1TYASY+nKxp7FjLuXPxBeKcwq9HKsGsdS+5tZZAxkQ9LY1rxvGgg5UwfxzgtI5/UNuiMcwXDl6elN/TeKPYIbDYaNNAGGjhtMCM6BOjMqNNScgDLTCW0aOzIzJdMyW+qWlpcGrSC6FpEKetbYRwp+GwA0NFMn/1Si3JWJKnCQOP1IUJA4Q8tXSeCli1ZzIX7ztedpyOq3hNdpr9XiUW8YdjB2dgug+jCQNPT8t1OAZdntG/Ljef0a6agm4j3I654tp3olOnqyHdODkNGxLLFMbN6tCkgVUeRn/gYSVtMHtxcvMCax/Xy1IYVweY4AOLGl1VNpJ56podAm8kiA+s4SHxe3HEcWcbPlSwokBzGj2Go4XpursAYlnJeQ3VKTCBNXFTXqUKQ1MYVHmULL7crDV/7L80a6CgcqFZIaLKFQtLoRdVXOC1cA9zrcECOBDH57zRufDRPxcQx84WHxfn4pfYHavEelgDn7FiCK2PCBRjRuWtAMvxnoyIt68pY1mrSW3V4g3WjlkslUbecjAUW+IcfPZSzSVx1TuVJo65AI8XjovEdpg0GEvMbBf02PFR0Yb7RfdPSMhdByEFHRguyaKzYQlCIKnFknWDFoWf1rD0wVPDNIRjn6dWLeXP0TN/d6rmGGPcELq4iUu5HIOQmPouzh9F5ZXE+pgmBhRyqdn1wsQkm39drvT7sVlgHFrdGRzs4IT2lAJyvfLeYLxrxMlDJLiBjrAUylWoAJN4howO3NPw0DABV3UuCLQdcEnm4OYFjv0oQ2l40Y/46aVMF+zYPKjSoe1FW9mxoW306GE5f/KExE40iW12q3TdeAm+tAzvExRDoDRRTW0QnuFv7tS0DEWCp+VHrRJxc3fxqLSIBGjKTcGAKfmsj7lxxKdfa4aV+ywcICfpmxfD3UooggO5e2ARiIoBLaPQEgTewkvDOMWgPs9Tx1fzmdis98XUezHBmlwx60LaOLdgPsAGGtTRmrCYCK8wLWZ7srq851Rlma44710gnKgwY0tER9tdfnzMzdHU8KIZIMtSAFEfIfwQoQQ80g9V3aDYIDzpNRBmkJGntNFBWRRfbj7c1WNCoI/eQWxcm8XGqHqVXiJxZWSjVpd1q4GQV4eDF+oh6DnjGs0y0JaVda5jz90VjtDQD1CT64NA2AANLTW82TBRcJ2Jb06bhTkATTmo1eXBGqaATGGTtsR0i8aDJ/geKmvuSg1GoDWKAW4S5i0B2HTX+mqVSQO1uBz8+LIzkA7ahUcmJmTi2Alx6Q3i6+yEyQKEWWimJ0+dkBpsenD01UmNPintG5AGrbXNiT4IokmzgUlhUzgX5Z85IksiL5E9cVMSmpVMJXKAn4KWuapELBdGtnnrohUuqASBt/AGNfcaWMfXC+2rU21ew5sE5ceFFThTZ56tM8cq7hTfu4vOkSFDhqjF21YFEkswCAuQWI0TWiky8N1TV/RHvpsUdrmszK8xjV9m0OIKvAu4IDQpYYVIkMYPN9qF1nqwEQyboOhiijabQWgN6VtZfc3Nw4udqDqqRVMMHrhAwbC2Bva6WTpbxRtSMbayWFW7oD4umJbUoz48Oc00R0gticXTX65pi0v3Z3S91gwzBvLDXP2npwoKuRMzs9D+4usG+NWHTyrCMp75MRTBh9DI+LgE0Bca6mulvb0ZZgsQZKkuowUTbXlZMA6f8J8/K2d/er/MHm2Q7uuukqgftr1TkxKFhlqgyY5hsPSfH5Bp/GKhWZ0uy/RAkJvWEk1fBrkqqymEp+EpuIQ5wLm7NGx5ItJzpsfkQWH5BMgEWRi+wqAy4S8ljgM/u4I6O68UBBXOQ1pU1wRe0kZuKC0vb7KwhnC0AOMvCwgg5i+QHrzaFX+3M9WgavWtGmLWIhl5RQXeZNTqw55/1B6FTAxkYy33gPlI+eSFssJ4q5Z5hc2pyWxb9gkzjkJK2SGlk5WNTyEoAmkRoBlpy5M/T3IKynzQcXU6hVJo48h9asxow4tuqYRdemngBisJzkhsagKatRDceHFYUKKxykOBNxyFMAbYVghWDuwhOnf2rExCqwevG3FYXKoczNpSg1kPoZxaXWo27WZCBbpXvirQFpU8TA2MMbhNvs39UuEyPfO1oN1xE4V3LAc5zFmYwKrR4ldcghhQlH9f2FEz0L8uD9Vwsx0ZAULCaE8eNjHJY4JpN48CTDQEqVSgm0Fqmc+cOYO+MClt6zqkubkJHx/03YzjiVEQBUxluU/3Z4CZPn9OhkZ74BvYJeNOn+gQlJXxJGgkX6MQemPwIEEBWfVZu91YIlREp/NdFVJwhTLkZ94s0QWjrSRgQbTkBlKpuUEqSXFBuEgOD96bYtMuAtpIAoXWWXQzKzkcF9WRwxleGBUFAD/qwMUka76CmFAFINLEH00nDSOmKhQClBWva0UQFo+kogJvKqs5sVLgtcYnSLTEJuKsgEv0nnWxVA2DOCYgKM+iMGvjC3ahhERVwRBzgIMtd+LNqXybVx7j/LRV5ek2MRqKMfAcy8PcAa9OQnFgQ5EdnRLvprFhjUMAhODAtAh+DjQW/dbS5IF911hO5uEBMbXDvqnWgyV3h4yOjcKkAdpgLQYBi+6tAJzU8yvPPdaLwiBtdeuwec5lU8YWiT5V+VHZrAPFNjtsYXEYB+pLzxbqJDAWaHZuVXtdHBDvHHqYIp+ZOeuV9eF7QtOFOhj61zpYCgYLa9Y4ENkbhDA4Ca0tNbe0cG0gH9wahF1mMGbuEHbfTGHA8UPgpfaXC0t87arBG5dGjx6zWBigeUtAfPDO0NzUCGEWVeCXPmpH8jkPaBCA7fxYwC8SgFu0E2dkwlYjeggbH3mACQVeQkOItqFedtjT2GBjLtEgrSEyByIvIhQJngHzHIa5uzhYWkSG7CoqHTARk7jJlrfA+ILwFARUYIHZwVQp+MM+ODSry+BstUeJ7LRkSkl9NUgv3GjDqwi6oilBIlK95gAOIu3giOqpi6cioI/1oBC+KAOZWlQoOkPB2BMCb2FFWKAst9lKo50dA9uBWgxrSHm0Ji2re9abLw/ljcQLtKxqOFeZRJdAnVPbm1DmcutcjvLuEuWVh2YBcxdZgyLBIZlB2ghLBHa50ROHxVaHjWg19RBS8PUFIYOHSvDH0Zy2lAJtnRMzkwsCndK0mVISyqUAw5O9mn0eZdYwNjYujsCwtGhj4tT9EGqg15yHlxoUSx1cV9kjGFUglFdFksvQI+AkS2ywha3zuqRG8+EkMYiSCWGXliOw1YewWgcbVA/ETEPUy4AoJYrvhFe3S00E7cD6KB6mNzSjueTvgHlCPYRGtpFPhylHEHauoEOLr6PpWJO1QZtai/aq5XtIhOnoUqgo7bEWNZ0Jjckw+lcE5TY11EsTzBq4lhABjWZVYhgAuUHSCbMFaoXtEO7D034JhKYlBp4qEuO8tMOlnLsNZhFTk3o0FCLxqAIxVakSJVQ9jZK0iGxICwbMhqBC8QtHh+oTFapFLjRmDfOVZ8JZcXEBh5pfL17qTPkTeRI31twLc298Xi5M2VlLLYo/RQFnLTJfQkLgzQdYWjqG/fi4lxiy5qdepZFboVysYuJFwQ3GfsoSy3rzmqpvhrZlVCLaAKJssDAhQUiJxWfMb0RmTEotJg9QnuRUbPmfqVaBIBLuPy+BZx+XiM8rsZZuCdesVUKSg+YAXArn8nMoALvLCOxIbVIDYc4PbYwKQEFZRK2MQ/ZoxBI6NbxHB2Hv6x+EG59RaYKQR3WwsXCen6xSITiUaDRHVYIusVScY1lJY6eFsyzxNrghf+HHolOKd+n4YJAQouODXlZslgTKcxgbkA0hBaEFjLfwEqd+Khr+z+AwA1mSy3KhvVxAo3RQuFazTTTNI55Av/T19Cifup2tzVKD/qGYg/5Ayth3aPPt9nrF1dgodpii2PBhwL4WncXKAEwa6AuYNdfgoqymBV4eABuGF5DQ6LjodHunxg1V6zL+sIQMIUt0BsiqRCWKT9zkKyY3IPk938H6ocv7TL+sNFWJ3lK6DIVGvuckiSYCNEMkHvOH20UbzPqatJrP80pwwW1ZMGDFyS9N4C2MXphkKTcNGXlvNkxhqCpe7/lDiAqyrlDOKC0vPTYs1zqzXvyZbZva8GrpMg6DS/EhK+OyJhRfxjLKEY1EYZ4LX6bwuhCdhslC0C+zIzgC1jmEY2fbVE1t7JBYpo9hGVzDMoQTG47ciPNDAjNEFoLR7tdYxquDBq4FdrzhgUk5PYp+PQ3vCJT+Uhu7CnxM0pqqJp+fcs2qsHyzD5txqVcFkxqZ89nad6336ZkMFpuMBqwCT85jbpiopqCrKGOx8PIRgTZ5aHBYPHAL194GH7w4zpkmCDSJofhAMyau9PnaOsTj8UgDjh0OD56WGDS81ARAPw00cFUGY5Ca5mapXdclk0dOSN+jT8hUT584N+JwEzvOXCszZESQMTJbQUUBZ0NSZnxuGnKnlll0tuwoFN8utJBS+xOxBUCiGFL4gQzLG6Xo4Sa1VNoomHNxySosZytivuKp2aVyisTynra83MSGi/pwmy86yimHowN9Cpv1KAdXwXnJs4JCwYAFYSsFCF2uesEcfGGNhZqi27O+C1/n6lU4G2b0QqXlxcCg9gNlg1vi8appzfaNz8tJTW6mZaxnzsSMOSoRWV6pRu7ycFSiFplxDAwMSBCmCq5aN2YWCK1Y5o7OTksweBbOGEbgQxXHCGvctAZVBmYsQCjXXjyOlwO+GTgpcQsS7Xhr4eO1rQ74YCrRPzoj49jB0QYXZojAL97oZsZqXlVR81ieWRcLX8yo5Gs5NJWSt5Q8yRSX9gRGYDUghI+pwaFBqUG/aGltFI323/x4gqDLXxTS0PTYCDaiwWczjqZu3rpRZuuxZNzfJ55pCMI+9BxISfW1DdKyZZN4mlpl7IVD+B1RxpQz0ABPTvmlvdGbTGbedrCCFwVszRi/n8s/d5eWlCGfNSot59xUmJ5kzVj4fUF4CgIqqEwKrbQb7WrBqgK2BtBsrwUK/lpYTHG+W437VsRxoYk7eaw9lWMKrKLg3cNIL6jAKgNxBKPZIUczcolaXgY4pzHs4I3HRf+XYzf1GFaGW3lfkQqQQXlDQUB5sVQSQAm81SKLOiFuWkPnZn9XgZ1KBTPCfF5mV/I0UcU4g/nFC69Oi9e4vMw24ADIH4O17mYc3RithEpxIM7oFHTW2EkcJBHE5iWnA1IFWkSDRo4NE52ZkeDQOE4Fa8QDvsJUPF5SZKYfWDe0vPF3N6kdaZfphWeEVhwvTIhR2G6OjY5K22oMI5zBrIWn0LXyuPw4oMOOeswPF3VjY7Kqo0WamtGf0H+MbqBLyD8l4ydPytCRQ+I/d1qa4Hs3urZTXE0N4qnzSiiADYijsOWdOCfeFie0u01Sg4Mrwv21MGuoETe8VkxMTWrjo6O6dLcTbUkDyMJ3y+pTUFgJhUEV2lOp1UVTyhUXQ9BF03OS5xlT1O4ybSOKo9JLlYo/FMTMD2lOBScPaTIyiDEHAvJiGjtoykD6Kfk2eTRZXaduEbF0Aj9EWA+O6RUdmlVj5uNDQUD5kFQlXQm8VcEMpOw0cS8NyYZmSDNHrsXLmvK5wrqZ9eSVAwFWANVm+fKxL3IM8Ypb2zceZbKkrApY8ZaFaDGNtLkqklThpIesuWCGAJMGfnDGF7gx+nGDE8fyaBSb2WaGYeowjgERr6fTKVFsZHNgiz29BnDAZCnGlyqEYWSKYK2sFsvSHbDVdGCWGhiEwAtvDfqaTvRzYi2MrqwEryQsHQ7g2ykwpcvhHpzChyOm25ob4JKsUQm8PG6Ymt2JEyfl/CMPyMCJYzIDl2RT+Dg6NzMhjasapPPi3dK4ukFcR4/I1NigBPwjEICbxN28WTpfdrOsonu8Yyc0WzCkhUNBHZ4eYjguGqUiFNXNsgBniVb4s/xJy5IWkSVjhuhE1sRNBqBEVG4glZobJIEp500ROExBaut6kZ1boMiphYBFwRVBCYu4EibxUwmGwMt5EGeQyDmMMR60KBaUimxTIqteMIVyDmkcB6n1pZZ3SQXwnvUooklzVy8nopyJufGWmFpqiVVsRi3hP5ESTpqUkxZRYs2XUjbUGae0Lk+BF3VTL1i8J/LLnsFoZvMpvRsYUAvzt6iXpijgQupTcYRphVK4TQr81FdDoKHNjU6NSnSsH8vNftGgTYOnf2gF7MoPr9Fuc7mJKYKZylvfJB3dqyHwYmMb/PBOT88YjWyinsuycrecOYC+FAiGZQrtD/lFWiHwNtTXqQ8qqpRCMEPw9/VLAPa9YezYVc760fciWMOeGQjJxPEzMtuxGnacsPOFGUQMfnenBwZl8LmD4tu7VXxrOqR2VSekoh7lJhp9OaUzL2fmLu66WccGeJATJyyc+CmiBFeQzoP21FBjVoMtZ8kUX1DCRkdDIDbBFtNVkQyaeeXKLKqYqN9iojMjLXG6M6ZVPHL+XstKlFQxgTcTMVF+yqWGOCD7v+UdSIVans+oOw386ZfX/BpelhVFw3LASyxnxSuZ3aQhU++pMGfmoYicFOcpP09yTtRmYioOyAjcMZThNaPjKERHQxKGwBuZGBTvai+OcoWbK6w18sQvajW42UhtQEIBOux/I2FdahqbpWMDXHPBH+/oyIih4ZVNBr7K6RPMKq1cFysHoPqa9vvhg3dIfem2YMNZY309OgrUYvxBmoFGVkkMtP1mv+LRzzEYekaxG0iNDxSApyJYOYYpQ109NrJ5pPfhZ8SFlYOJAFzdhYKAgG25EnZLEXhpmJMhZIzMAKeiigLOgCQ9fyImcZMhW4FRCkVePHkBCiwtGYwDCzd1jY8Zyo4a2OzSpTL+qw1pOAAwIfyy9aj55Y8CMVc6qfyZwRXfPKqfJGNfuCc36FECO2jmYRkBXDH0KW30wlFVeMkgVWmm3figIGsrH1hCdUL1MBv0VkzgzVR9k3hjcDP6tBmXCX45xrG+VomDz0G85MtS4E1tXFScUYklonIa2ILbclsORuStHKYyCalKdsoJmp32CmYPZH2h3Y2XxsMTYpOjEhkbEG3dVtGww94OcwYnpF0HfhSKlcgAPBj3JUrtb3OLtHlb1IlaEzhSdgRHDOsQZAiHNZ2q1GMF6eLigOo/WA2Y9I9KH7S4PHSkGUac9dTwQqDVINW4sBvNt6ZbfOvXijM4Ja6ZgNRAInJTMF7bLK0Xb5OBCRyQcbpf7eS3N66C/adNxnuOyeD4iAzCTd5M7yD7Fc1ysOFSjxW79G3289K5N4dh7i6OLS2i9FJy55ynglBMsSWZ8LxOByDABoGDD/hR8GV78Ud7XTUHIJ46MLgDV0LvICTJ0xPQnkJ9qvLlZkR5qQUMTaSBKxHrfHA/CM016zGEjZVjqBcWtHDQTbUEyPKqlpqbvPbANG1rk0hNXMIroPqpaDI8A3EVQnWwZia0CIG3eLISnZjcTuF4ymNm6pZjLNhILS+/jNWX7TKqo9lDsrUtNT4mTOWqXXmMabTlKCJHUhqauYgicxUJbpYDQUHZ8JrPvPKdVD+0BH3w6rMBaHhHoXnDqF7jFYfLAw3vOCYkupQyC4bYwXww1HM0t+LgA03aWlvk+KlBmZycghaBwi7xmvDWElfulxsH1PuNPwGYM4xPjKvq8dAJH/w865BobJhxuUGyrnu9dF0ZlVOwF3ePjsGLQ6usumy7dF2xUVzYUXPqJ0/K5PHjcP8E84j6donBBtiFPmZzwCfINI4iDsOlHmYoOreEi0t+cy1ISOvVaRHZyCoYMAuC3Pkr9rrlLiYLbcnRVObzu5rCrYmOwq11kZf9BgtFStilkEuhmBpUG34Vq0syWUU9UVDknKzoj1eC3ibUyWu48qwb+rlezIHk0S2ZOtU1XgfSa7ktkfzyMVSGjhLJj2crQuAtuiAMUwaT2AhmP0liGyOTIoouY0lm4EuPU0rFCZ/qy6X6qilRGVRNtTUHv9RBjJunFiRUhclFIM0Dmie5ZJbxSFd0MHA9XgI0sHwnjfcSp4NB4OW5rVEsH0f9E6LVQqD11eKcMJzWhabiBKDaEH+otbPXNYmtqU086LztLU2yb/9ROXn6lIz09mEVW8cyJb7kVsKy5wDfYg/8MZ85c1p6e3uVD17a8HrgwcM4Uhh9DP3FgQ2OvtXdUr9hs/i6I7IG2t5Vl26Sxi0NMgnXYzM90A7DvjcKqSKKE9fsOImNKwgaTm9jl+V4wb1qwKW6rdmNC2NwvM+nAmeJTgWr1nOi+MRNtUoy8RZWUGFQJs7sVyueTMM940ytL7WmHGesQnJ2zNVLYX9m4JWCIheqeK/mMtyQPiVAxoFA9qINpJttoOjlwyII1j4xr+RkKLh4gTcDkgxRql5c6koE2hNaQtKDJf5CuCW/QpAN3GAPv4yXY2D7qjZGZc3+odwFLMfKzmudTG4WWCg6GE+wMmYVnIZmbQ+2EfpfLDgjERjiuVvaxQkbXayGARy2k3BZRh+pkGLE5qkTZ+sa0Tw+cU71SLNDh4/fGfhgHZJxuCejsKsE3iLJK7AWK2CLiQPoH7UQeHtxwhrNWhqg3W1taoRJDNaB0SdoOAgTBKjz8KHEjyoIvrUwl2ns7FImDRR6ZofHJTg2CVtPTEF6mIdLwAdvi9T4cBLbqVkcbQ0DT36cGSYNEHjVp1fBXMjYDTNGZkNZFHAGJOn5EzGJmwzZKho1bwUlUZ3UUmoSMJJ5S4qo8OFVCcSIzCQYGzmy/K1wtUx0vFrvTdIpxahpGolcmVXa7CykLVS0STfLt9Zjoegx6ah4+daKloC8eIG3uEJUn0l0aBBbJr3Flb5YocEEvvRUiM2L/dI88UENdPEGNgczxpkDoD3REawEFdAjCgCxYpyv+0VKVqL64LumOVxib2gQe32z6FPjaAsIEngLTflBnRxGLdvkhNi6N4q7bRXsL+tgszaK3fMOw67XXSvO9m6xt6wWfQY77ntPS0N4BkuROBpWs03M6q5xh9sT48lJicZOUFGBmwVldGULryy2CvC2FBQY1W0uJ7qX3TMbCDS1tTTU1EHoVao7VUFDVFCbHvHRFIEvaK5j2/DhFIULs8g0NkDCFCaGe2Unzo6KdE97m9TUd2FT7zj62Bn0JayJY8zg+GH218LILZfLOfLnSCqMtkKhcheUO7XQMgAHRBXDFS+Wmlv2ABMv20/1iHgkXX/r+DbCsKNOILUbQ5KRWwHGEWW4ZJxCMsAVHIXyEtrbAjJx8xr1eFQKmPUrIFvVQah1rjhvSqS6onypKDK0W4XxJbGIHT0R0EHQTxZXL0kQV90bsiH1PeZqs7l5bbF01EpwwdrkqfgwraVGlfmcq7TcqEvPSbzl5c5NWWmpmSjCcjC2xrvFvXqdeHfsluDRF0Ubn1EeF3hyGgM9Z2j48orBpEHHvXsNYDduFft5vzjb1kIIWYOPMpg5tHaL7qyV4JlTop06Km0OLeZzO2Tnzt3Pr+revAkaOhjoqNXApNdeFaKKykShSs36Zy5b8XlNpMUJSmYu84py40WXTgFwlYwjc8bCaMkPlR0iJSXlkdzRY1HPJZdd+lzzN3/Y2tjg21JbX2szVhEAzP/oBewI/MH+Fm++YULDISAKk5jwzCy8MIRU/8NHk/qwqqlvgN1vM04GDEkDvIfIoRMwaQgTF4qzLhea7ZP5iiIrFpJwJT3kKqJgwFxIsqYp7HmLyAug2ilrIcUmoDhqPuGpTnpGDE0oTxWlAp8CpZrjcGV/wBCkNoFhG4Ds5uITBnYlRwABAABJREFUpTXE04SKQoLqN6nlEweTwzi9z2/AqYhUuCKeqbWlDfHILDZFkn48swz+rIHPJI1/aiHpdnihqIrXS8VbgefxnnSRZtrs9k9jcQU39K5jEDt/hFSEB0UhKQo4iRFotkJCSQVwnFLI8SIk7BlUp04pMtGhUuKX+2M4btRPjw1xVi3pKpu9hIMb7e/4rBo+noCBjU29EuaJA1wQhmSiOWrrxbZpG47/dIoTu45jo+chdGCkRxtpNgegaMcLf6rQAEvnDvHuvkR8vTNS07IFAu96idpdykdvaOi8zEwfE216CscLY8e93W6LYKkCcnKDHg3Xslqqza31U20f7wDW+ALu57KWlp9FmGNQAcVlAEG58aJLoyA5c/E4kvObBBaGxwJluTVx8JolOj0lC6AdB0FMzwQcmzaswcEDqvlhMkNgvPsc6DG+mcGBl5++m5V9JGBi2M0U4/owgg2mEC64JXNgwxpXFer2bpf28QGp2/eiZuuBH16jV2WhwixhcV+LIz4PdIbkKf/05ExgNuCpqampr8M5zQWGDKgKzJkZjJvU/LOGb14vNqapVR+A0g6WgeWxa/DY3o2bLPFMwI89QnUh3JtzIpOYgKFKJoYgoB7HM/tWXFBmcrGB5VBLi72RMgp6iY4kxslIQsc4pjGPB3M1j0+myy8v6FG0JUHP7wM/JjiUj6EO0/jYKFCgqwiRZde9YAQFA+atV3H8KbFcdpY0UUdF5qVv2QCQdalVxgqfsuXlVzDTSmTvgvNI1Q0VSHzVpFBk1otanuRgpiTH5noqPkc2bJXDlK0EFZ9WTFpEzuzJnaLIvMSstGvoXxQoNmwTz1hYnKMYIQf9SKPNA3DyP9xJ6Vhi5rCuQX0RdQRxsMAAtAbQuLk71eaicP9ZCQR61DntrXW1cN1jl4H+wRp/INhbW+PA9CU2fuUmqEy/IUUFB5V97k/B+ayAFmqs0YXdx2uSqEZhuSxQyGnJbLm1wGS7jUNnyJQhKgWJBcJymwJkJS0lKSVT6iMkUKwM2MYmpsLjk5ONnW2tmgdHAavKxgcy6mNpxkvtLvsZVxJs6gMLnQT2vG64MHPBl7NteErcTfDD29qmBN8oHLTam9vEt6FbajuxgW2AGyIV5hQqUkjO91hw7jnAubt8yK3p6bkSMYkbK3zy/dDw2ODjzzx/4lV33HhNckr6U2//UO/H/uerJ777w59fMj0dqAcEf1LjdgW2blp3+g2vvm3obXe/8sb0nIgBLQWQkzFrtkjiozkDzLnhos5wP0blR1rIULYCywHLV1EdQQyhDjKvEpo5dJVaCWalkDs3WOEhS4h3aaMoZMRQqfo2takLadpgVp8a3mxzb5YqlRzNMksOeTPnBSi5aDNjcQKvmavAq/XgiaROU2D+CwGMDrhp3qCWIpZ4ha2DR2KgS+rDidgFrWkSSfkoKQo4H7LqpGcjUQl7WC5WHp3oFgS76GvWQ+gdgaXDgF8cAS4pQ+0OAcQGu12b1ye6f1xmzh0Q/7kXZDCGjUSBUWnquhhupJolFoALMzjbrKm3SwPUN16XQ0Yn/A7/zGyg1lPHEwIg01SmjVknNaEZf0piHOtfIXJKKF/VoIR885OlPOqQW9Mi/QND0UBgtq6jvVnz4qQ+JYWQfAz2xE9BlQIvbXlpK063hDyC2uF2SsPmtdKCM2nrQvD53NYpNXB3R1dmOJMYWgBINcDAZ34kwzSHjhqArZDAkpdugJZ29tNf/G4dBN6MlWDtTp3tPf27f/pPswcOHd9e59JWdXl1zd1qqBPQ38GrkCfYd2zHv/3bsR3/8KH/Dv7r3/3BM3e97KZrEwirySK2PVqKRwdzjwr2KxpeGSAccmSwjg7ms+or6k+CQnWjYJGHiiFqjtk9zLhkyMo/oVil0U3FrFiHRC5OcOO5HRrfCyWU3G1yZsyZWHHWVk3gxWSjj8D3ohHmKmXesUNdaIF1t9abzzRroNBrgxH/Ug9m25r1YF0ZZ8ZzJ/ZKSOaAyZvk2Mo8QUiIdzeWglv1ZeUUR0uX1KzbKTUwuHP67OJqaxf32g7Et0kYAm5g6BQ6JY+MdUpgsldcNU3igLaNnhqiMWjltLA0eNxaLdxI4WhhJybpaU3qoWjQK7InoJo8qQxnC8RSckXiGUvOH6ev3PxEkxEHj423T01O+blA4Gpra8W3FAVerA7EJRr1nYJnQ07VoflzGCYNSgCGLeTmdbLmJU4ZqVstA1gDd9DDg/piZj9Fb1W2D7iF3It+pUIhXM9IbsbITNjmAOfu4nBpEbnzZ0otLE6XM8cP7X73H33g8f/85z+7kpp0M9/h42eO/+nffWT2hYPHtje6YvbdrZg31IsNnsXfdDBRozbdjefuevBdi7r+5m//5Vp4UHn0da+89dpjJ8+eGBgYmXC5XY4N61avamtpajfxV+yKsimgTk7CvAELSbTttf5MQZdXxjPEu426pqZz2GIcvsuVaQRuVeC1oGaJw1fywq46izriVOxl508/E5+K4nNe4LwAmUioSFw1BV7swgypvml2TLOjVoTyZYBE8QNtzy9FHsNovvRLtWqc5NiVWa+ktq5K/y4QaYFgVeH5QpaNCkFKoPyhYUe9WkaOcde7QHsGYzhHbaN4V22W2lWNUrtrtfjWNYnW2CSxvjGYNwThd5dwNpw+HIC9LzwyYLZxrN4sTpyOpc2eFa9zVho9dhmbGncNj0yMbVzTQeQrococqH6XspRgubVWi50qHI76h0bHcBq1Q1pamiHwYgCjKg6BwgCFlChulC0vRgNqd2Hyrcwa4HVXbDBn8K7ulMY1YRk926PGC/RXCrgGAiJRtzw8RfVl9Zz7j5EnN8xiTtVlXfeqtU5fy8DxZx+5esuVrw63tzb1g8eRoaHR1tlgaFOjW9d2Ncf3R4Br5E1ivI0PuuQ9A3W+Ydjwb2y06X/6t/9+7R/+1b8RYjNlzDiINDc1jNx52w0v/t2fvvtG5qlYQEksjPRR08sQb1LjwfI327zHePOHg/sEB6ApUwKzlc2rBdW83ZIumuxQ6MV2TVXXeSt8MReUs1FyJs5Lraon8KJ7cwAzAzu/kobMN81MiEdbHi+oW3KIGl7+KPQu5WC2tjlIqbogEhOfan78Udei6mgiRSbLbVEo0oELxJQDLEdSenGJmORcyU8JoLmbvABzoJnujPcPWrbpaYn298AONyCzPX6ZPTshwcF+dRaoLQozhlBQotOTanJxuGqlDt4ZanxnxAYrCHddO/yjrhGb2yvO+kZx1UfFjV3WtbEz0lpfK72TUzWDQyM4TxZzaJn0pteh4gjTi8gaY5RdGgXpudJjshacNaESOIi8Anj02VB4emx0wu6qcUFoQr/g7iSs81LI4pI2hS4KrzRnYLBhd41a4VHCAYYBCMeUZO0w+qQADdFYwRl/gAVxUFUmpCSkWgEssHO3GQEyRs7lyXSXliUtIlOuzHGJrImbdDja7b7njz/Qf+zE2TWRaNiF0+oa+gMil3VFnTPBkVWzMxBaa226s040flKojwJcuWDGDc/cA5IaYH2khFpqWp8ZimkNUKCvbqTNKXjNgRj08IWdDE20fOHr37/hi9/8YeST//aX+4DnilRc5TxzwJ/TUSdjsogHyQl4Ypr5Yx1wLokSnDFUGT2h+JkkrYxSItiM/Kk/oIGb77CVQdzsqqUgXA55slY8a8KC1TrDq1IZWjhgRWM4MxIBt4mQQd5NpF0IN+wCFnaoe/rkXQ4Cr9l+rJ9a0sTV2uXZJ1bCPHMAI3IYwm7wuSch+E7KVL9fpgdnJNA3KrPwixcInBN/oFGi57ziau+UunUbpK5ji9Sv6hEHPDr42raLr2G96JhxomH4TW3yirt9s9RBwOlYs0YiB067+waH0bAaFR4ZQubYDIArURXhQDn8Ljzv1EwgMDY+7qyr9UprY704saOIB5WoV5xo4BFPSWa4V8IrpCz19ptDAKUuVRxsFkzpgc8qDlckQ4YwAiSfJO2JGb/Ir2ZVEnXKQO97/ugDv/jxzx69ssMba1/vxZ5PxTh8HNRpcnoUh7tEdW1DkwZB1dB005c5BV2eVmZ+VNDkmXzn9wG9IfCetrM4+VkCEMj20L4XcZQgzW8I0uYAMAXhFphPn5uKOn7tvX93xTXN2lOdNeUJvdZmVDwwGRG/km7Sw28kRVcGvlijNNSVnYFzpBpkVF2sEPN3z6IZWBXe8+OD7kXh7nyuvxLgQghmu6bVNWtCGuR8R5Qt8GarGgco2BBmrY/ZcQiwgP03K33znWC6KONAtlSDtbWtAxm/1BmscUZMnr9WhEmgWROSoHJNNMmAxTwVWHYxKAuCLb5c8F2LRQJaZLhfgmdPYpSOSmQKBwHAZjI2i9kQI3Vsxo5DAHAscHRMIqPDYvdPiq2xRVrW7BSXtIpXfBIbG5GZ4R7MOBB4O73ScPE68e29RNZcelqiB8+5e3r77Fy8TqqGIrd4mpNwlPFgaLdLRQC6yyXdkt9yWwBBxUEXgLDyIJBQJyamZicm/L6WRvjOhYs65SKKX+4MEGZpysDNkjzemjalDodh0mA3JbJ4NdXBJ2oGMLKyG9FNHscKc7zgpjXgSu5fcfC5Swa+ZYiag0+9Kwo4NTOei8//wY999oEf/+zhm3e32nSyLgqbe/LHrPv6JrIVvHMSt2ZslIJwSxM4GwRZCowUYNVcij98A+miirgYxzRsalOkEQPbgVzkHENvCkGs4PBKrwOrIWBTy/6LUf2K13YpjMhRRGAWFELasZdVlZMNC821KbxiqIFrOuTLBmgWD7wR0BmFljcwEec087BSiyBw7iYPqeld9iEjzzNGLkpWlC3w5qxVXOC19ueE8IOM1viceJZZIruHte685wvDQYAD0NLpPikNQ8LjleO8xkpifE3UZzFoeJcsb1NYXcgjhT4uG8eicN5PNZCNmrK5FuEEaAoVVFXEZgMSHuxTnhhsMZ9yNhmeGJFoz0kJjQ2o2Wkm6JKgd0acoVmtwYkd9jatZmhw1BWOREOQaZZVWNC+sqCFZ29GKjL4Ho+NT0am/TPuNtjvemGPq1SLlKYSEhjee9RBnbbGLofBQGl6LQOfIdhBm4mbRD+0FE1hGN2Sak/iWhiOFFRqQUCWmhm3n/z8t67e2qRB2NW1Ggim6aYJBrOCOGyBJy1zbnBDWFRDK/7E+aKQKf4hnUIwQBQMzvYwAmCZh81jXoOYb+hYg54IOVZzql4LoXciqOtPjulPXNmkXR3PXfCFXKD2ual2bsy3Zia9TF+1ytjQ9tRRTSaHEUdTvgJYqOoYH74y9RdrWdW+V+TiD+kgSbOYuzEcZuzH1aZl3vAX0EbzRkuJBVVV4MUmGb5fKqgXjQwzmZZIiQNcYBeywcoCDgb8cueAZi47LTWWqAHYWi9WEqMB41Xg6uUyCGZ1FkNV8tMCgQKb1DTMhNScKVsTjNK0j1SnICFeuX/CSKCai/a8E2N4CEkQA7hjZEwcw+ewkQ2dE/mi0yGZPXcG5g4TUjvaLzXRkHtgZMwTCUdnHfTGXmZI1CdxUybCJZW93Epb8lturSzIEm0FMe4zAFLYjQPqQ6PjUX/A79nRuhaH+WH7PF9tlYo/8YEggvXnKFYVNEhUyv0d337+CKdQIR62vfTgQGGYH2MmCkAYQUWYD9mu5UrDc4XM3WUrq8j4LAh/fP9jT4SCoasc9dSIpgu7ioXIOwstLD0BwHLEYCviOE/QrpWB9rH4rwRWMw/terkfRJk9ANYaaElCJjONwi5NH2jvS8GNKFfh7I++adltzVPsvVJ2ZMhEVnDMgXdECUPYZoHU8CobXybmC4QBnaR10YQ4TdSs07ShhsL7cgxp7ZMWMS+1LrfUAgTe0orAy0ddgGJCzv5ZGvp5YW61C2HVTd7wJaZMwR+XfJZiYH0SzYn6JO7jlUnW8KamzleNyym3nLxF1q/copgfLyBFAarIjAMmkpEa9oBx7Rpny3igFoZdcGZmUiL4Oaj+oeqIgZ7WIUBHYRJRG57G5rWQNjE+5pkNhgM1FRB4VRlzpKjHef9TVvnIXFb+zLWtAsrMBeWINYRSfrVq+tAQzFxmAp4WbFhzUsIyBzIQGoWgS22iYdYAv2WQcpyQsNSKAvqWpiERgX3ShngtfvYs+6qqJ/6gDBXPcVFNJZb+mUpi1XhTBuJ8WccnpiDKMsAndgYhiat9XPVT53kAitWnCQKvhFeaXvKGfCYW3LMJeM85ZAZCLBUnZmA+U1AkjNLqIgPdHnO+IW6mN3s0Oe/XayDATUBj2WDmL+ZK/JmCWS7TFC2kj3ST8EJCoXCF4KowDOs2i7ag9Qm78/IO2Vq48rWudEmWV6LyxMLsymj6eMdmCZWuQOWpXiCMYAwN8vmVyMliuYTF1N7zSkuewvIkpzR/cdBJmdGXqM2ds5Vk54KggZmGAq+abLjDEG8qNS2cGG3YgOSpw5ZwqJboR9U4LtZ8dw1bP060jZh1G6GuwfGy7mkcPgFkWHhV6NWlvD+l13lOEVkeBQuWu/SqGySXlN+SyXKbygMIvXTCGx4aGbOj23ham5sww0MCw1DPnqE6EvoG+1FcfIU2EUIt+iDyIdmYEgy87IXsg/ybElSEEcu9ILTiTYHI/ZijDtkylpAFqNJzJWISN+kl3nLDFVuh+TadWCQB0HyBtaWwSz6yCGpjKeh6oZElC/nsn8YPgi2FW25Qm47f04aXmlvrPJLEduQnDAVdaotpKmEGpZ3F0BCGAwczrlJXNbagLAriJmuMFq5UCfOPR9UjXhnylPxcnoGVNH/VqaGJ3XqtdEkFaHjjRZKKlJAhKgHB5a9o/I3L1Kn5jlFZZG5tzIUrgXQZ3qTyhgMdByfrILTYq82247IbNYPqnQD9HDjNuqlBG0lYvjSjFnuVlg99SntmVsd8y4xmoO0kf6qh2Eh4X3X4VXXUNYoPh1NMh0ZFt+OHxlTCC0AoTCoBBDF1HrfU48S1qf6Ae2JqOrh6VXMQEE6++xSMzFIv5KvJ8erzIH9J+SEKoxKHTswODo85HXbN09LSaLgbU5aM7B9GH+E4FqMEAGHVhQNKuGlNLb9zjGAAHDsIPPOiDyKSD6oPGt0m0TcJuwxDe2tzx+YNa4/39JzdtM2bGCpVTbkJyhR2+RYFINx6IPwSisItp1X12pJtZDHi+c2KWxXobhuus9UYzAiyNdPbiFc9oTU24XhMLXDpcLG9SiGr0B+zfJpSmM3NlkZxSz6wDmZdLqTDKCrRcBVt/wKQFS7wllA7c87DVZFipYcdYxgvr3IzAtzWtBKKWtJZ+LJYwxS+8OnHfSkF2maNQOPAwZWBl0SbJm5UUkl/KoCiuHIrXmARCAsEzQcG7SzfPBpHQmNkTofxoRkXChpq2RM+UXW+iJgBna1tYuteL966VrGPwYuDqwYwmKUgvFDoVbmJDxKND9uxfTBaiwQnHJP+6Qiig0j3me99cQy39Je5nlMsigrA5+NqriLKyZsdb3WwWssrrAR+7LBtocgITE5NuWo8NbaWlib0D/YKBCWFsW/gHj8l9OLGhRUDB00aAGYKPia4HR3Qgf5lg+8pZlPpCp2h9eU+EH5AMTBPesgSnQ6YJSZL/izRWZCUFP2Bv/ydmbt/7Y/5PQlVr4FCmbRhLGVtyQtT2OXzDIRYBqUhxbMSfPEcZ5epO1IwjORnas+UsstN+wJlHlUGrgl7YAwWfX6FkJtvqjIDsQ/wx/ri/7ILapUWss1y28BbyYYqq93Lyox2qWRFUnFhjOJ7pULiJv58fkJkAC/jHEQ8YeWiBi5+BS+1QIUO+6Oa2HBlm/MZg5tqfkyW8W5QZq8FztLCQpVbGrUl5yqomtxIRKGCTYK/WN90NLeKe/NOsa/dIM6ZkDhqPBLx+MTmHEcjwmIBMyRRc6Lkz+N2SD3ywf+qfXJqmr6k4A7CpDpxY0YsqevSpr46rOb7C75EItHYzLQ/4KrFTioeOqFea3YIBvXSGysC8d6iTBrUR1M8XQ0CAGcOpcmFBMccc32HgAzGcEFZN5u8Gy/VADf/Zow0E63XggGtmSz36fnTYyzgKbdXXLJrr8dT45+YmfXRsxsDx1BqXjlSBrFeQs0uhUNuLONcSY7wmQs3tOOlxpSB8GYTmM8zs/C6EJbw9Lju3NaMfAoSf5Bf+bY188XjORYMB3TZWa89hqib4tEVuZi0cV5D8UpYV3SwQoswkMaiSGMGBmQyD6Pgqmd6n1ZQF+Qfk0VFV77gjPkB8wi8+RHkIt44VhIQZs8BOhMjr1QJJSJyIbrA0vCBqJaqTPFwSVQfTZkYUOMEW9uaUfNaH7PwhWBenrLzJFeUYr56/AAxA29hhIkf5FPOnAj2hibxblkv7tUbxdm5SqLQ3NoDIbHDPlf31YvmgZ+h4Exc0KWGD+8uJ2aM6HVeFzfF2fv6B3nc7Cx9cF7QwdK4ltsCWBKHLi5THG9JmTLTlAUVBE5lpgLhNjKJUycmJ6c8ne2NUl+PDyKqCCHJ6FzmgbY2JtxdBfRU8eKlVxvT+HHFJXj1NWx2SMQhXZ2opiYJZjLSDEHYhMtmw5uF2Mw1yxmbhCnpIWe27IkF4PjuDx94bDYQvMrunUPDKZHjJF9N2tgyKC8KuFIH0jujy+YWuCmDrSg9Dca42YxpSKRJGQVg5g3F44EsDDMFWiG5AGgyNHlMULG6jMJ0gmRvrpVrcKlKIJ0sjppslrVcAusSZ6PydkE3ZTTZnNc5b5Exs+j2zZkhZ2LBNa/q9ASLfNUH1J84SSbZXfXw+1cPZ9pmRMEkXxiA/DpUdlscIDBvVCWYDZOrDQiTJ52DNH0QUmP/zLlkYOsTJjezxPzVsWZMgs6akARV+Ydyyi0nb+k1wSxn8BuznQ7/P5j3MBvCTRSuNmw0csJWt3b9eqnbs1E8G9ZA8G2E5scpWgTaXUgnLneNaPVNYq+fFA3+eGO6MUup71RUyYnZy4ejZT1OTRufnLJFYnqIs2pZYWFYFScZhS9o+WVxzshcJfrNVxddKhJECIRDdQ546nD1npGQ7ke/wYAFx672+mb0rjrQgmeoEdkblEmDknQMkwizlkxL/Mxugyv7FwOjcK8WFihwq0jLn7QIS1oxt/ONh3X5yw/858M40vfGVT4Kq2blDWFV0Q6iuDzOWhupME+AlpfzZiBICRauzDDm4r+CoXkDP0QFQrAKyDQ2q8OUxAY9sYYT26JuNySwRF3NIhGhvkEAMwbtbrNLDuB5dxxLZS8oU2l4UaYyo0gQU9liFgobq2OylXbYYTQOFsHmeL5QhC1AuUU1bVbgrAkl16gwgbekcjnJGhnZCSjq8MkctuqxVLOh2dAUqfiSq7A8MnLgsgaaTdZBsUZ/iov9jWH78cV2Doo8e85oY/PFh1LB6ASAsSgYrFXNe59AkBcyDlB0hhTEOfLnSEpBsjgeKajYIIg4vD4sicawuRCCLBrHBf85nrbV4t2xXWq2rhVHAzoaZ6FIWLWYA7smXZxRfQ1iq++AuuIMBGGkI3Cpmv8cwF0PgbcOgFOTU45oFE6OdA4pC8elDHKRormYP/NPfbzEKhacHXX2lFSeKUjoKGZmQxGM7XZPYEpcp4/IzCDMWijcwoWAsw0rBPXdcHfVil6AjsYPJ5y7auMuXA4F5sAQR07LcGPs42eYEQjC+UIJ2biqNjUnjjhM+ZfC6525rBz5cyT19A323Pb632qYng7cuKFBpN6pKb+0LIMCq1UBTgU5q010/EylqhabyQQng+twHaZFY1oMGvMo2wLvo+bBq9eCb1R6B5yB4Nsf0MKvu6l7/zceOH1TlJveEMhr8pmvOk0niJu8ZsDnbKzZIRO8PzIlD2yrk5t5X6mgmp/1wQ/f3Ys6kCVx8aV4Olk/IKCbMgfuLd8zxeNaQjlQ1cJCGmBaRGF4SoDi7FSVwK/YBGL2npQwheWTU+PGS56StPIIDnAQck/ix2WtDPxbbEyibNQPetnoagBNodlms2EHlTm0LjbqFzM9c69RKVRqsMN1da4Rz7bdEoOwq0XdEpp0yORAWDzeRnE3NkPbC80PfCGpJkNxbCUnbBPcLsD76sTeYpfZ+lZMuP3GRyxNIgDEjUh1EKah4LWd7+l1wKQhKjU44ALhgmzr8poqY/MWhTILcJbo9PIKAYxJdGRkNBqcnXH4GmvFjZUDDRpHeuSJzfglPDYuYXe/RBp3wS68Hf0ItuH4eufmNAq86qNXlYM/6GcOrCi4AKPSGY84rkvQzAFjhqKRUwn7VDrBGWIKg8qQsZio0gr5j//+8gMf/M/P3UyhdW8rmQEhFYIo3zeaJ/Bn+t2lX1we0BD/xlTCF1dDuTH4FMbZy3e2P/fu1+/WV7fVtp44P9F//1M9s08fGlxzts+/DiurinF33rDu6b/77Wtu/vrPT+OjwxiajZd8bt6lxpWCNstqxHfJuRm55pIGCQehyvdHtNM+h6wvhjO5YMk1aqJpzkCTDNKC/8sqsI5mnWj2RXteDInLOhT8NqQBpkVUnU9VbQpUR7U9ptOEpGN2hl68tP1T1BOthGwcIK8U40ymZQNcBPH8ejc9bpActivJ5lXdq06Q6AaIXQlV4QCZHQ+UERxOt7hWrRZt50XYoYrnEFwpDEelKTaDgdiLic6j2snwtYvZD3loZ+nGTFzX4IPWB9phW6PYNuyQiQjWVGdH8OyWWh4cjwYenw3pY7PB2EYbZm/uPSoxzJE9d1csqkJloqx4Sy8aKMvKnJWkRZcA41oliGqO2HggrGPDlbS0NmhBSGYBrg6Eg6IFhkWbOS6OJl1qm1aJ3UPzGIehMVM9BIMB+yYEYR82vjXUN2C1gF4awEPEK48i7IeAxfqEgk3nQ5X4XS7aLPnf8M4/ev7JZw/cvNon0l7L+vNd0ZQXBtyrE8h4QrM6cALCIAVhxtMulyjduM6EtNiYptvaGj2D//u3L7nY5MmaDl/3jZd2Sa3HKe/8u/vl50/T+EE8j+zrvea+J8+P2m1aA7S+do7PFDipccRF+e6l4p3CNTwMSnejJuNB3XZPn26D4vlyvNJP767X1pvlVOJKzTLti9FVyIBl+dawvVg3aoh5hDPNE2nPy/jlFAqqT0agjJHzwpqqCrxY4kxUwqwiX2IzsFOshNwc4LLWog3xBuTF0qyKXDOO8Vhyo8KPqzyFhVRkheXKCVUFlDnLq3ZiIfWJRmM2O8wNXI2NYm9fDfdhQVhWwupgZlT6hntkaGBc32PboDVhs5rSCXFGxGyoQxAZn5yUp/a9IANnp6TB2SQdPq9e07hKPNNRSDxhGfYH9ed7z8t3nj6kjQcjkRuvu3Kmtsa9ivUuWbtbSKWqzdgK4Z+/qpRTUtF5cXRfzLtpw5rGNWu6xp94fl/3l588JK++dJve3eSTGpdTi0CtNTQ5q584cUDOR05q0r5eNm3cIls2dYtbnbsKTTDEAZrZ+Ecm5IVjx6Svb0TfsKpba6yr5yF+hgkOzXCw5q7HonbMGXoEnTlv0xRcnYIB8xZpAuTC+Nq3/58Dzz5/aO+OZk08WLHjtEhhnsIsPLYpAZRC5yysbbmiR1MDCkucKxNTKOBrPQ7/5Gy4/rKtDT0ot8Msm9cGn0uu//Vvy97NLfI377rCs//4sEDrK3/wwUcO4pPheiVfA24SH7wNbsP+l9pj2pqSFtoFc6PV7lZN6Bbz5Bi8NdRp11rLqMQ9D9Wge7UCWrMSxS0cDnYI8FVpecFXns2ynEKu/q7qmREgY+S8sqWqAq9ZE35R4r8KZpXXNYqsa4JBGIYxMy0OsnJZKhzAgM22o3aXfoMH/CL7eowWptsca4DPV0hf7AnlBLP3lIOjlLxGufNSegULcbuckUBgJjrQP6hPjY9ILQ4AoDuis31n5Vv3fU/27T+qvXz4Bqlf/RpZt7VbfbTQfdT48Kj8+L5H5LOf/2b0+LFz0baGNm3P9l2O9fW10qFN6lpwWM5g6fre/Sf08zOR8Ttf9YrjL7/1+g6XXeuKf/qU2c6ltNFC5qlgo1mqUR2slgKKu2WbgiS9pqXRt/Edb7zr6Y9N+4994pEXuk/0jdRcs2W13tVcp8/gqKljvWPy5Il+/fiIP6zBrd3Vl17tfMfrX62t2XapRLmej1EjGAzLM8/vl49/+RsyODSi3XXz7dLe1ixtNU3YdxWTwdExxmNJPxapqXHbfLW10EGaoTIrg2n8TYswyyvwmiH/PT968LHnDxy5alerTfc4dY1mC1BqJwUKgXRwobS5wMFT1GbCuh6AtYiJ0g+Yxgb36b5gdEd7k4ca3KQwOR2We//9lYkNcG+4fZM6SfFnT523v/dfHlaIKEA3wID/8Igue9thOww66OdXCZ+QeqdxvNoANq6xhRpqxPXYqH7g+hbtkqSCynigYE0BnmWSlmU/8aOONM+hlpcLYjT7M9uzDDYuaNac9KclpkUsKO0svGoCL5asuGrFQTJj4Md+Wy2+MFO+27NmyIilcpEL1TRmfXOVb8JUrrYVwhQnjBdqLqbxJZsUWKl4+2InMu8WbVWS6F40D5l7RebYdKIvv/ziqQcefnz6p/c9pO3ZtiG6d/dOLRaNaPf9/GH9nvt/po+OT0b9P5i01TU7bb/xa2/WfI0NEoGa6Zmn98vHPv75WG//8GDnqtYJrGLb73noh13RYNjDpdVYNKyFMHc1tbYPv/sdrz32y6+5o7Gx3rMesxjnypWwfDmg3t9YNOq54+ardne2NR/87898PXDfU09v+vGRc14vdkLCU4eGMT3a1N460rZ53djsbFD70SP3re3sqqtZt7NdNrdtUGPCU08/J1/85j2xnz32sB4MhXV4crC1NDfZrvdcKmefPaX/4Ic/lSeefSHUvaZrZNuWjXVtrU1ti5Wtud7Hf/rIp9fVuWJ2biSzemOw1oWaVlgjqEBh9/iELv4Q9gDWOKbx7umtjTXDv3HHljPfuO/EGthKO37lru3t1vzmvYmfwiRWWZSW+JbL11yDh2jftG7v9MGlIBLbIegeHdVlawuPKtbU6W3M0wKTijbki9fHMRnUL7m3X5+8vV2Lwpy/ySzHemU+mknwZ47u5iAfx5MAZzzraosnUABeroFVNKtH22setFWLsXOphtS2TKtHGkBaRFqWhYioksCbUlmz5VFDM4VXanf5M4MFzIy6YK4mXzJVeNHyxUKYA8IuNyNkCxiAcaIQNby5apotdyXi56nctGKSI5KfKlEvC44U5O9446sbsBmo9//99+dXvfdPPuDpXr1KbRA6dfZ8DP5Tz73uNXecf2bfgfb/+MQXtp452yuruzrFD6efDz/yhDy3/1D0z//kd46+8qU3NuLENjl07OTTR46f1qB1czicTn3Txg3hy/Zu92xat2pDjcsBU4bShd05sufuLLWap1uj7EpQUByOOHRxmeI8sWSy3JbEsDz5rckQVLAOEG25bPfmi9b8xXvOPH/oxNOHjp3SBgaGHW63O7ZpXXdk+9YNrvbm+vqxSb//z/72g/LZr39zW+/IgOzdtQU2nGF54NGn5ExP38TNN119Elow/cjhk2s/+On/6vjqj1fJmH9UO3byjGxc133+N3/1jUMbN3TvBkhirrLSUlJdy8pUXOkTU/76NjcUtditR89tlIJovkDTBV4ZZw6jFB790LJC2JUnPvt6v8/r9HG8fPrA8Km//dST3VvWNA58/Z9vX+12ObbkqgI3olGYnByOSgimCh/4rWuf/pP/9+hVEyFd76wVjTbEPdM6bYLZkGrDGs0pfBB+SZPykQt660FjrFbqv9+vy6tWaVOw660zyyUXSDe9CME5hwoc3SHXGdpbXLnKRxgzMI3BjpacHIOgPQXhlzwpjqUKx1L4o3iEP9TyJg6jWMJCbxrP09otLSIty0JHJAaRYgkppmqJTm/JxLhEfLxwJqfGpdJlQZEXNjVvqc/WMkvFUU6+QvhSDv5y8prtletrnf6YKfDayzZpKIfSCy9vd1fb9l972+sPb9uy6YlnnjtQ09PT5+4bGHBdcelF/le/4qWzl1+6u/2Fg8f7P/W5r878/JGnGmFzXwcfR5EGX93YH/7+bwy/+Zde0dngc28j5zas7Zy+7carh2YCszOaXbM11NY2xWLhdvRNdIGFfkMuvLYttMbVahngxf9YfXtz3Z7bbrhs5uarLxkMzIam8Y47fZ6aBvhsboHk40AfnPnLP/rtp7/yze9PPvP8oY59+w/Uwl1LyO7Qpt/wulf2ve6VL/VGY1GsOvzi8L0/vH8oqM/G1m3cELr15htnr71yb+yi3Vs2YcNPU6H1XWxwu7dvPvHMs89f3OI1Rkp6YZiGQQL3ZoRpqBvRIGjCRINSEQLMgshazR8IT46e130TwzGptdft+ae7XwINsWyMhSEhQhDNFUI4nOLs0ZCE4YeXb+em2varPv8nLz/3T19/wn/w1Oj281O6VgM0vX5dNoC59NDAzWsMFMQp8HITWwAntTWC3lHgeXBIH3hpu6YEXmBVeCm79Q2IvHAIwjtMLjgH1AIftdmsGs0wEodLIc0LCZhpNKuaGEb9wQfabC/nQF6xZbk9glpemjXweSUsDAdydDfVrcuiSteNfUrmR00hGAuBMYkqBtbMs3KtPAf4AnOwM4Ve9WwpRj3bbLq3FqqFBQhLpp9UlFAg03V3e7Nv7y/defPMS2+6uufMub7RYydOTG1c3+3Zu2vrHix6Nl1/1d5Wt8t+/PNf+bb/+ImzDV5vTfjOl906+Ut33dFV73NvMNU12DxUi0mxFnGKSgi7yr6Qhkv8mplr1opWYg5tnjvaT5UeyKvSc6uc5eYvs/jisxdOcDpk3MVAvFD0DS8m8vV1Xjh3RmDf4JV9A/Yv3msu23lpnc/7IvrY2YOHTzT6aj3Bm2+4auq1r7qto7XJtwWA9le/7KZjazraBumvd8um9Z41nS2b8Y3cxjTiyhvSicySJQtgluhkJAUBJWX56qf++eJLb3njyL6BySbsW4F2lVpRmH2ARbXYPPbikC4b4yIQ3yIIhJrXKfq37j959Ffu2Nk1ORJSdq/00BayhaSh0QstLLzyWl85lEhWe+D/6v3/84y85w27ZcNOl4z0R6FFjYkHpgztaxu7v3rZHYSUV/3+D06d659cjyxgser56l02CSdq/uBiWwmy6+pFf3FENk9G5EStXTYRTs3pgDl6Br/TRk5yZz1E4iYIy1y5PTUlMkUtNoBpJ9wNfXUrtMGGzfDyF3YNrsz9Ve7YwAva8y7pkPQaJD0sumqlUpdD4C2PdrxM2JwfxSsxF/iQIAAP8Y/aOYCVu5wcUEtVKRDkZxJfU9ILejSRENi8TzRUMoa0aBTOwVhtujBfZBLEHwLbWKHEmmTqIG1ALLK/aRVcZPQVTw421kdr62udW/dsXyv8GYEu/9lMsbYrL9nBn9FQKjHOBLzEGUK8ZY2UZGE3A/RKVPU5kLGZql9sooS58jP2DfQ/364t3Vf941/9XjzLXAZIaqrfNdV7t770psu3JnDS+N8CNhefITJD1Bx85rsSsmRElMCTuEkHe/bnX2n5z//56gP/79Nfu+zk6EzdlWtsOsyWNWpFL1qlybPndYGQq7Ss9JSAQyO0K3fhU7XRLje+DHb1UA8GsfPpiQNT8u4PPCj/789ugs/eZKGX9ruf+s5Bef1LNuGd1uSfPveMfO+h0+KFO7i3vmKrvK5pE3z8OpSw/MbbN8/8y+f2waypZrh3ZrZ1sweWBXApaL7u1M6yITmmz0JgdcCQuM6ly8FJfeiKJk0JvIlaAtbMp1gQ5wMviYMz1IOh9bXmU4UkIpbxDesPhtKkI4j25amkKd8rS6Py8badIzYtYi5pHu+KoaIkgbeQAvjC0Icig2lTxHzmy2Gkq36QeVxTOS/sP+RRIuCBG/3gQDyJX+Qp4QppkwSuYm+APPFxklKQ0gYAH5fAzGUxojdaHjeEx49eGijzMq2YkFJc/qwZM2SMzI/LAlEahtJyWYqt2u2io2whCYqXPf8kZC+4ErQUjKNgwEp0x3ktLIXgLGVniU7JXNLj1777k0fufvXt1//2r919M37yhnf+8fP7njuwdze8JNBjAYXLy7s1efKcFgzOxg5DS+5/4+3rmq/a07H3jz78mDzyXB9MDGDWgF1tn/rrW6A91+UHj56R267qTqKHm8be9vJtalPanru/kkjzQ3r+0Bf3qx8jX3H9OvnX37t22z/+77P2r/3zHfKmP/9J7/GRmTUbmo2hmV4k6DeW47o5V5M9Psw9wwGxfJAYRRAufj6IGupprqDmBMTTPtkOuqjhVXCIM9OM3BfeX27Sp9eGJXcYRdI7kvRQ9UasZGklCbwF1hAaXgMS/TwRzHvzmkhYuUniQCp/lKiISHXUcBIkHlKBU9PzPbOdTBzmvbWXIc0c/DhgJQXA4R02Bj1rWvyefYCouNsYd1aIJDTL4oEVzRHyJOfIuZK0eDnAbr14qVtulC0mVidoSdykc/tL3/xhIwTeRMI73viqaRxAoYRAc5Mvl/jdjpgbgtD4H7714ps+/4MjsuN1X4ZwaNgbeKClDeJEijvf+3059M03qbHYHI9NxByX7bCR/dW//pncdnW3vPqm9dIAT26fvueQPPBMj9R7XfKj/3yVPHlg4PF3/v397o/9yY1heH+48p5/e8XMFW//htbi1aUOJhY8+IIHYDDQfZg53tNfLzSTfkQ3q0TLH5MWxQYLLxhv/VmyXFC3ZImyGUEbca403ZRxk9/SCpbGnQfCiyqtQOCqCbzYqATvNckmDfPAo2VThHpJLLWhUy/6awzDropf4OYgo0AKbGwLuvRbKw7rPSEtz0nlpmAxD8nge8wfs5lZsfRdtEmDmTelmOo9ZiwwY2T1aEhgLqfcEvKWkCVBKm9U/nKRJGEs+KE8+92CiykIcP44UE5J5eQtiA1pQJUpcSGxlFb2+u6uibt/7Y/22+322IlT57uGRkav2tZqjOWmMEkhaE+nJk+c02/6xfMDD37u71960yt+7154TAnLn7z9Ennvmy5Smt1zA1PQCtPwNrOkFIYm+PPvuw1aYxz1zF1SCFfsapfj5yYgMEelvtYlL72q+2r8VBr/eD1O7zvu3PbgV3905KZtTXOrdBTClcJKDeS6Pjwr2iUN2mlkWct8K6EEDrBJwE/aNwfx83IeLwHNwmSpPqUFlZAVKGtCErsSK89JsdaHwvBYc5j33LOg3kzz/SQqEx3jkizlzVwr16wc4Fc2l5xyCZ1ZM1c5QY2L8TJ4r9rcbGw80w9vQfaeljxVJnkF/SLgwNJu7qVN/SJo/mVPwoff/0fXbdu0fuLI8TPdkemRjjavbjs9TmGSRysb1ed4SQFze5Mm9z99/vIWuEbgUcHves1O+ZVXbZeRiVkZmwqKD1raXIGCMIVeU9glbBRS64bV9bJ9fVPWrHu3tLhoO0wB1wnTBQaaSKhxHDP2iXF12njfhlq50Uhd+VssBzhSqNECf3jF+SzG5r1iES1D+ARvstXNBOBVBWuEeW+m5b5mEXgTmHPnzpEKewYi4Ttj/MF1MQpqpG+xhkytQC2vORgtVrqtdLHNM9XDClPYfWWwFFbW4oWqBBdy48idWhXOqCIXoFxVmYUqNzsn55WiPIWlJ6fHZK+JkTKXY+4ukSdDVCIt5SYjaMbIlIzqsWDADJnLySvyvj9/z43P3v+l1g1bdrzQXafJDgi2MPESN/Y9mKTRlACObLDRK1b7g0fO/OKDv3+tvPfNFykB1kpQNu2uFabY+7P9/qDKw9k6XlXux+DtTAgnkUckvMYjB4rFuwKfnQPU8tJN2YUa2LfMXxIPzMjENXGTLUdS9nwPWQTefNkKSMcOJRrYJwU8mkKvkoSTElce8nGAPOOLwtNqUjibL2vV081umVSQ2chIjA/UZkwSWMUeFhtTKlaxAhBdyHUvgD3LFmSh232hyy+3YeeJfi53Hnzx0J4Qj93CKGge1qDIx7M67AEJPihxD58eC9IzA+fPagi4Vpbh6ObwR778/M2dPgjcSOABFAyQx5VP3p5ppa96rM2lxS17jfSVv6VxwOxuvPIwCm5iq+6kWBqd1crFeps8SCsjkWBCJSLSQEuNqILAmyAyYdJgEseUC6lxzXpX8ko7WbqzMT8cKom7HFyqXc2mxwMHTPZsk06bDV4almjjm9Uqhz/F5Z3nEsstrtz8xTFn0UIXx4Y4dHGZ4nXPnyk/RH42VgJH/lIKhchATYaofNiSsiQ95MuZnJ7ImrhJTk99guCq0ay2tkaDv9y5cZFw1O5SN0QF70RQ9OsuXtWQmr8az08dHNx/9Tu+GcJZEbIRXhq4WY3VmZ4xBHAndvjA7Jdh9VqvXK/uVv6UzwEyGYH9gRvYMKUv68Dqmr+kipqRahk48ZAEUumHKgi8BonxTWsJ/HH5J7t0X+maLRN87Aapgba81PIutmDSyra2CrdmfHLsYqN+hZ5iODDXpsXkWrywy60+BXG66EoXnSE3GUWgKwI0Q5nl5U5FWBy2OWiXp3aSp48Z078h9HKu53G+3LF/ckKd4XLopku7LkktM/UZ2qTUqIKeYQs8+jv//NCTu97wZfmVv/nZRfZYpPbiDizHIjeFbmqeeU//uxzHt7fRq69semhYf76gAlaA8nJAtRz+8EotL+dy8no5BlXX1IoxUiUkblIhqvacEEgrXYK1ARPuN1A/Vc9KF3aB4dPxglArYOXxQrMgqV1BGGlT3TmeAJu1/B+ySUisNcqaYAXKeF96TqIrL3dGgrJFFlBUASBl0lxYCdmqUGz8XGlzd8XiKA8e5ZZbdEn5S8qUXtWS0JSUKb1sxlQQVeYCFnlskfW/54sfHn2hX5dBv7Fdm/MiTRmoHMDmMn0KwjDGyR08LCJboJz76P4+HCIR312WDTBD/Ce+9eID17/zW80PP9tzJU0Ydrdq+uYmbFSL74UzV+Wo6eX4fRC0+iH4Xr5a03Dg297+WXkqA9qVqBI4YHYdfmSYGwZLQLNos7B+Zh0TRCYiEzeJpPm6qZrAC+ujnB+hfLmWuVfWirVhasfhM7010J6XA9NiCKTDqnRIpQsmDbqGP4uB1hUaVjhg5UDq+2VNm+/7xURLZeteTs3KyTtXi8pgmcNX7N3GdavX/+JHn+3VGtacevycLodwrPBUUBe4z+WhDprT4eiBTa02OgkpM0vgvPnzp3oTK2icZKOwC44pN2TZa7jv8NALH/vKCzfieGO5Zi3MFyAvA5WG4pTQbRZH/FSmENOGRk0ODsKbhN2QXVCM0k+bsCvXMjkQb64QrjRtWC4hrRcyIhGZuFmQ6uYWQMqgjSYNeBfx+swJZXi35uod50EZRSwIwxZLoXRjQ48NizFYGz2W58On+vQvVA+bx3Lnsajs7bUwROT8qs5ObAVSUN9yq1xu/iy1qBLaLKXljq4ELZXAkZvKXKnllJ6et6uzretn3/7ERgq+r/ul1z54ZFTk+Jgu0xAy3/POu4/B1Ff/xs+Og6D0vKSSRwjf9+Q5+e63++TEvrAcfSokp/dH5NRzEbg5c0DpkDnfh7/8fMxt123wUKYUJbTPfXFYlwDKDULioucfZqXGGcceo3Rdp69YLrkfBZzbJkPw1HBtLk6tpBXHAdVS+EO+k8/U9i7lQPKTqpCIMG+SUhekqtnXTsokRx3MbTra5WcjpSCz3mXiXsk+95K4wVOyd7GFVJKUH94sg/Fio70kevK8y3mSSypyoTItp7osFA8XptwLseUWZ50p+P7VH76ra+e2jY/+2d986DqO4Rft3lrb1tI0+NnvHe64+7bNaS7J2GeoRXrd1Vvl9z99n+xe2ybNvho5OzSp4t/nuEouv6g1Y9eCxwcNfn85AqupuQlmCzthu/viAPz01mvQ4kKoxUlrXDmkZ4ihGV3DbxqHI4zpERm/rV1bC8RkZurQnrG8lcjCOGAyFN8YEsTHBk6QXnKBdUgKiYjETVLyQj7k1vCWQRmqqpsnrfEN4Q8fjOqNI1raL628OeREYSFT1+HSEzewLZZgPWlNNS4a2DRbUSYNHEkXa8jE4PmidSHLnq86ZitnIeu+kGVn4Edh5BQGlQF9UVF5S8kLYC2uKGBrxuz35aIsKH86UHpMdhJzpRDP0RNnjv/fv/7QdVtbNJ2eEu798UOhP/7ddxw71Tul41S0zEVBDfg7b9spf/yaq6WptgYHGMTkjos3yr//5i1yxcWZhV1qfXFksRaI2iLP94veO0lTCpH6GtFX14mcnkJRGKg5OrNQzimwqhi7o0ML4LfmplZtN44VrkfS4h2/czF7CaTxS4RaXmWZsgToJYnsK/wlQiIicZNIWiw31dPwghcI6gVZxGLOYmmHkuiggMkvci5PLYaRyOz8pEXRE+/3vGg4aa2kSq5kWuHACgdWOLDYOGAOdqXShfx//g//EdjQRAFT15qhcf3W9++/rqO99QHY8T7/tZ8ev+jWK1YrbWtSEZhMNYcub3/zenlLeL2y3XXW2Axh1UIThVwKUQ8/1yfw+iAXb2vd8/2PvvLcBz//XM/J85NtB3smN3iduralSZPzU7o+E9Y1N9yl2aGJOjyij22tk/0wY7g5qeyVh+pwgO2GCZNaXp7AthS1vNVhTOWxFq3htbxTGaixpNIMyCqGUQJCjAUiQ/6VqGI5QJcmMfwWOnBwTbQt2trUFphxtE1LH72zU23myw6RP6USOPKXAoh5KygfNfkJyQ+Rr4yU9BIRlpgtqXBO6gsT0stNj6kGZRUspWhURWfI/VoUj64EhlapkDLRmtl/59ffGDwzJjICbevAjBar97hm/+szX7u5qaHO90//+6zewFMoEkGX/uEZdRgFo2jL64Dga9PDEvUHJDoF57nTAbEFAjI7OSP7jwzJXX/wffnqT46r1VTmWdPu6/7wH15/9T3//opN//tXLz0KDwza0VFsmrPZ+ho27N7PDWw8YQ2b0xqPTMklsCs+y3wrobocMPsDr9y8xs3oizmQTpNmRWciInGzaMmvmoYXVeeuNYq5MBqySr6LlhdLkjAKvDRtMI+CXMhKWOUP1fAWYujNkXKwJWoZ3yYNB8u4nmbVLrT6mvVeuVafA5XpW0lYkh4Kr0Fx2fJD33zd5Zcfeep7kRcPnzj6mS99d2zvzi2Rd77lNTcNjYzWXfHSt2pf+MFRueumDYpAjq1h7FTe88tfkZb21eKd6ZeIPypOCqgQkGaY7nBIXXuXXH/jTTI+NCOn+6fla+9/CV2ezekaAHfnH3z/5NRUuN7tss9Oh6KuT33kr07fev0V177z9/726QP7nr6cxx+fndTrIVMHCufOCmRZHEC7UEmEjw0l9NJzB58XWwB5yUFFpMUmwyyip6oJvKqOJh/iDWcViKw8YLIJao1fuU/mAHmU+g6QpzR2d0EZgAFqQUNSG5oPvOJX9ZPWzPKSOJAxMgki30P5GIrt25UoMXOtMmJORCZuMmdedrELVd8KlVshNJmaNS/qvACZsFriisifETRjpAV/RW6rWIgF9cjo+Mg/fvjTobHxiY4/fe87fSQdG9faIQw//Wcfe/zy267uFg/88nL7w5a1DbIRbhZO9vTIbXe/Xu542cukqblV6usbpLe3Rx555BF5+OGH5Rtf+bziwN07a3GQBCYGi+TEor/wly/b2Hc6PPuHn73v8Jn+qYsp7DLDpz/6t5f/5stfdfp8QE6/tF1b77HLesavhOpzgO2i9vhjDqctLz9kXAs8n1trbemyRrSKSIu1Zpm3+6xUZEiomsALr2SxaDSmTCYytZs1LgNd88aspV4Q+ai0vHhJatCai5WXWIJTxwgtdX6v0F9BDqjOurA9dmFLryAv46iqU5/qYK187RcLxsL51dHW0vGV//6njlTK//djf3f5+kteKVe+/RuxA197o41a2gBOKLjvv14tr/i978lXvvYN9UvNZz7/7Z3d8oa3XYu9aGplTUVTOULZd+B0RD798+fcFHbv+9bHTyFxg5nP55D12+tWBF2TH/N5Za/hfK6OHIYSS+3NKdrodB4oLrx7V42YJBISD4mbrOVWlZ3KbBNFU/PIhlzkpilZmbSYEjI1KTev0axhQfmLBsaYrIJSKLDBEUyaDBveNAW1AbTQfzMxdaFpWgrlX8h8s9Tdclt4q5WUqXD0OSEXsuychKUmVobQymBJpa36zyee+V4U7sRsu97wFb1/ZEZpeWdmw/LNf325/OCjd0obfIvhZDYlxHK4dUMteNW2VTJw36/K699+HZfVVB6TUh77M3ZGl3/+9uP6D548pb3/z3/74Y3r1mww0xevumSOwgvljp4yQpg849Po4qm2epn4Z37fKrNEdTX/8AtOmQ2YqfnZlEHDy8zVDWxE/qpfUnXrsVDYybfUF4ECL225uBSyUIxNa09G4MeL3W7DlohUqpGwaENabRaU0sVFTXmsWE51KY8T85l7hevzye1KlIXNZPbT+74vd775947c9u57tq9bVad/7u9fqrU11cj6rjp54JOvkTocmeayO+Tc0ZBM+2M4Ci0kIxOzCUGXGzvpeaG5oUY+/a0j8jf//YQeikS1z37s75+54ZpLb6gEnSs4KsgBvqaYJqkoosDLbYvUSi6Kt3cBiEgUqW4ST+BIaSGDwFsaotRc2K+Gw1vijlfjcg7JVSTzGb94tLqWX5VUCi6s5ygE3hBOpHTAtYzJ1/nmgHLMYTRtggazXW2aDZsYTR2wokwPBsMz/pkZ/+xscNbtcrvq62qbXE5HjZlnvulfkuWtMGvpNVuGNssQlb1eRQFnRzM/KaUTW3pO1qyc3Dny5kgqhJ/5s6dD3Pulj25/4dDxQ29791923vSubzdxtew3XrdDe83NG2Xv5haZhbajoVtXjnL1KEUkKD5cNvF5nXLi3KT82cd+IY8fGNCDoai2af2aU9/74kc6PTXuy9JLKqQGKzDzxQHa8tJrA2ypFz6ozlL9HpMooUrlVU3gpdCFkyeU7JUQwFiJeI0ScXNRC9+oS4gCstHKQ5LOYyGp4acJSZzN81cjFsjP0nigWYOVBp60Bo2FIxSOBg4ePn7s+z/++egTz7xQf+L0ufbJyemG+jrf7A3XXbHv99715vod2zbuMvEkY5mLXbmrJAesLVVJvIsY14JUubqFZseePaVaLTT/JRZYkxIJKzFbElEKR4mI9uzYvOO5B74iz71w5MWP/vdXZj7xzSev+MQ3Dyr8q9tqpR2OfH21LjUnUMM7ABOI8akQ9ncYg/Jb3/CKh9/3Z++5EYPyxiSiVh4WFQfYPczNa7znhnQn5lJ7VY1PC2FBiR23ENRxmEQJykyhiIxFgGYXeBOlz2HLEDWXmHJHbV4khlVsBuNvCkRyUjG4UxCtPMY5oDavQctrcy8MSzK2ISIZT13/mfMDJ9//wU/0fvHr37vaW9fkaGjslFXd18o6t1defOHn8sWvfrfzkceeOvfg9z/f09xU38VsBdUkY8EF5cwJVCW0Ocqc5xJLKK6ELIunvglKjFpUti4J5Bf8TU6+5kwsgHVF5i8SvAAC8oHkKDFHkoE1L4BcvHvbrv/5yN8o8L033j35yovX1R04N6QdPzsus1gDp2BUW+OUruY6edtN6+T2y9fJK//m29G33X0nx9NESC8pPSYBvHIzrxxgS5hCbxjfK9T0ehZc4K08CxI9Tt0knipfkAVjdoHXAlTK7dTUlN7bc15z4MzEhXMQXwrlSyePejEs5NJggC8HD6VUG8csadW+JS38MZhSqvnMuPFJ/9Rv/+Hf1vX0jV919Q2/rF9y1Uuja7sv1sKBiPbz+z4t05MjsnbTlmhfb0/3F7/+/Qd+9zfetJr5VsJi54C1lRc7rRWib0GqvCCFlsmwpUhzjiovdHUs5b/tPX/57JR/erPTrml/98s3qPHe2MBmzLf06sB51z8Zw2EVMRuOMR7aunHt5hy1W0laRBxgU5tCbxBCr5M/CL2WLrCIqC2DFFWh+atV1b4b4DkA75tREQpAaok7Xi/1HL/nJX5bBtdWspoc4O5OanoXNKgGNigw7XrPne/zib25/Y1vf1/4ztf8kWzdeIu9/9xp22c++V7tpz/6uHbZrbdp7/3XTzq27b0k9pkvfmM9luIm2DMSnWhBK1TFwlc6f0nMNceWkjKXlWl5N1je2uUFKIu5Fcqchcgs0fkKLTFbPrQlp199xzvkyLGzF2HVTJvmmjfGW061FHJpwqCEXWDnqho3rDH8wV9+CGt/K2EpccDsd9yMTlte83kp1SETrayHEg2NP5lAqhZXPYEXVTL98Gak3ngPlTYwfpsRbCWycA6QjzTZoseGhQjmC0k6zDaNwqkg+3V9fZv+xre+L3rJZXfBJMmuPfGLb8j/fur35MSxx+WX3/Mn8mt//gHZvPdiueSGW22nz/WtffixZw4tnLBr1mQhuJheZmHUFAaVjn0lZqE5sLhbbqGoW6hyy+kN1aX56/f87JH1l75SJif98rtvvHIYlHqUPIsxP1UaUuMvyKHW145ju+q8Lu/mK1+tKpdOZXpMOVxYyVtBDsSbhiu3NG9YyoFVUdVZAEHX5FvVBF4cK6yaRy2t4+1TdTRLtVwTTLDErdyWwQEwlB/9FHxNobMMbEVlVZ0ZOVhuatl2HPy+/7n7HA/c9xm5/8efkK9/+W9xjGJQ3vvPn5DXvuvd4qpxyeTIsFx83S1SW99o+9LX74lSg1EUARZgkxZLVHVu8xSUJ7k8mqqKvDzS8uZeSNoXsuy8jKkywELWvdyyi8xfJHic8aXlqmarnTo3cGDHVa+O/vEHPn1dY51PPvYnd8hFm6Tj199wq+Mtr94OjwwwY8A/uEVS8yxXP+iloXObQ/y+iPz53Vdpb7tl+xV6tEYuvfV35Sc//8Vj1aR3BXflOcD5nPP64uud+etKmhXdFAKzCYL50VQEomo2vKgXFXRKYDGlFmtjmXEVqcUKkgQHyNcovwbxctgNDzWJtGrdsEzVnpYGNp9NR2Rjo/3ysx9/UmZmAuwYsmrtRvnd9/+nbNyzS4Iz0xDQYzx+WDrXbpBtF18mjz6xb8PU9Gx/XW1Np+pIZQi/1ar3Ct4VDixvDlhe6Hmu6MKVXJ2K5q9PZohXv+m94/sPn9htb79c6kJn5APvuUZ2b6oRh8MjnXVnZMvGdpkNxGQ6EJHZUXg6hwrL24ofNq55vSKtzV6p97XIfQ/1S8zmE3/zHvmdf/jqFWv+43Py57/7tsdfesu1V1enxitYK8EB9grTlpd+eZ2Y292LwU1ZgZVL9OrETYEZqwSWouGtHFUUUmAsbyp4Eza8qgRTQsKDeVul+i17tORnWqshIsSvwbSEKrMjXh4HXf7UI795cNPSukZ++S3/IHe/+e+lob4D2t2w1Lc1wZVaGHZnUSXsUhC2O+xy8fW3yuDQaOtPfvbIcVKM04bwqi+VUATTiwAtt/aVKKoSOMqtx8LmT+dAekw1KMxfSn6I/HTlxZEXIH8ZFyxECbzbee3r5flT4w01m18lUQi0f/jGbXLpxjppbXTAKCwmb7xjHQ9Tk1qfTTra3dK9xSmrNzmludEpHg8UHxHa9Ipcs6dNPA3QftQ0i8PlwVaK3c5zgTXy7r/69NW3/9K7Bl/yut/svWDbZQlU3Ow6alP6QszrJfJI0U0hRAkiZi1KRFahbCkCb4WwxmuKeipFn/pD1JY6l75YXSEalzka5aIML8d88tmUShPtTR6DADa719sQW7thr3YlBvHb7/xtGTx7Vh778T3idtckzB9IaxSq6Z2XXSU1dQ2uH/z0wer0z2Xe9ivVW+HACgeWLgf+4d8+9cjO6+6WoHujuNfcCLWtW2qi5+XSTa3SvaZGAtjB5MSRmjbY5lIVQFOGKHc2YfzkGMrzfRhnapmmp3W59+dnxdWxSWKhGSTExOlrF0fH5XI2uL79zGBs1ebL79L3XP+GcEyz+Zcu55Yx5XHZiVpe/hZ7METAxUdl1QQKaHeVhtdaZYu8m4hmXKb4BMDKTUEcSOUhzRpo6K4+rgrCUCZQSkNS6OXPpIs2ZpFwSJsN+GXL1qvE52uT5x65XwLTU2KDVpfaXeagxrelY5W+/ZLLZf8Lh7uC4Vg/jiUu6sBks8wya7SSPRcHFJMXhtNGX8lF3PykFVf7OHRxmdIrUnT+ojOklznvMQtFc45ycyTlY0/+rHMQH/n4lx743y//6KqwD7a5rdswgEYhwEYlAh8L2zY5cJhEGHIsXY8Zgq5VWzAXpylPDfTYUOdxyf/9f0flxek1yOdQ4ByXKfRSINa8neJefb3mXHOrNqP7nN/tifoem3C8YHc6F73gq2u22ZjD3Rexu8/E7K4BTCTT4E2CmWRRvrZZaumsHJT9gr3gizaoqdz4s+horJrAS+EFE5Pxbi26al8YBIXDhouy+WqExDsYL1CNNoaCF73BsESKYfD21TfLzt03yJmjh/A7LDWeWgzqxthEYcbpdsvea26U832DbT/+2UMnEadHaPdQVEhQU1SuFeDqcmClVarL35zY54H581BEzipWOnE+63PZS94iH/709262r7rOaa9bB3GNGouYaDhNImKvl89+o086W2qgFOBYqTbJKEUBx0zzZ6gYYBoG9w0OCLQv+8NH5Rv39UoNz/GhOpgqYBUwIlPgjUVQTFA0V4O4Vt8kzo4rZGDWsecnwzD4XcQh6PC++GKwZt/9A1HtRz2zDT/tDYYfHQofOezXHww4vM9D+A2gppRv2ITz2YxV4Zq1AmoDG7qG2ZJVKbBEpAadVmpLRFSlbBUUeJMrmXWPEcAWY0NVib8LhpY85otB04bklqk+SRRtWb4Scc3C441Ogddmc8q2HdeJf3xcDj37BNzmODh8JwjD6oBs3Yuj3m2O2kceezqCvlS9LjNXbKL8pXezxCqhyF0omheq3Ar0qiVFeunEZsyZMTITT7MAZonOhKG0uBwF5EjCZt3oi0dOP7Pj6tfI2KwXJgw34OQgyJo61HhxBaWOVS/3mt3y/q++KJ//wWlpgj0uXY1h5Uv9HA4bNrHZpAa7maZmonL05Iz8wYePya5f/qYc7GsQ7+ZrlJY44yhKoZcJMWiO8bPXr4XG90bx681yT7/Iz4b0Y6Xxozq5QKuu1dT2PNAzXX9sePoaZ11H59U3va1x91W/tMbdtfvS87aWm398dnrn/kn9mbDLdxhUxKciDTPhEg/xfsQLPTbErVgWRaVI05xmd1GQlJGIzF4acrygGbFkiKRJA4J6x0xppQJoM5S0EmVygPw1ea3iEBGElteFVubmhnkLaogxBG3SZNBlWWqC0NvVvV183mY5vO9JmDX4YZPmhObC2LwWi0S1ttVrYlsuulyefu5gazAUGXU57U3oUzF4cpjPmpTFMtZ7JSxODiyntllOdVmcvaV6VJ052/via976O5dF3V2wsb0UQgPXwozVLjWaYyzVIPjqMZu4110vv//B/fg9LJ/661dKODyjhAz6OqeXmwa3Qz75kyH5xdMnMeC3i2vjy7EJ2C3R4HR8XkiaHZIrpWZq9CQI15qzVpydV0h0/LhMjr64ORlwYZ8oU/QEbcciLu/Nq9s7I0O9vXa3yysve8XviLPGrp85+5z+3FM/sz/31A+v7z833ntZV+NDbTJzJTaH1LB24EBmmWdhq1VQ6XzPjXVSfJ/ggUIvvM8ZgYkLFOaKnrtbIFLyFlu9xucqC0UdvrAZ3jOznfJSuAJQFgci/BLEt23ixSgLW/bM7OrqCw9Xtjfbd67Z2Q8MuzOmRbGMVl/fIhs3XwaThgMycP6srNm0BQP4lCqAWmC3x6vtvOxK7cef/3jnY0/uO3nL9VdcDquGyKISeBf/+634mfvPsqhE7ipWMnWFXQVwc+GZVFEKKoosmX2vedsf7KWw6+y4EuNnFMMkC5sbOQ1oamEh9IpdPNuulsjslPz63x9E0gR+VFwSHl4YpA7/myDo3mKsmkVhrhCeVeNxOk6ApwXgISp40OEI7mjegWeb9u3eF+TV3c5BezTSnpZl/iIUY1ye2omDZybXb73kmtiv/tkHHN/85L/LfT/6hJw59bzc9bo/0rZveYmsWX2pvmXrleH7f/zprkfOvNC5qcHx6J7m2o1acHo1kCxpoddkN5nB09coxbPJFiqQjsTEv1BEFFFuVeVOCECZZN0iyFsBLZcDFEL5JTjvAW8hXwb1QuCqlqLU2hn0FTDHdTo9snHLZTLS3y9njx4UBzS8ZmehSYMNA+3WPZfqM7PhxqeffdFP+jns85o/mKXmh7xgIVZYdAE0/SJq5EVESqENX22Sb3vNb8hU2COuzitBEl0ascRsQxw1v9jAFgqI3Vkjnq0XS83Wm6Rmyy348XoNfrulpmM1RFWomiJBoKQATXzZcGbjhCorosPEwdG4Bc5ffXJs2nYY1FG6Xsigj0bshwK6fe2lN73UxpM5eUInT+rkiZ08uZMneNo0h3b5la9zvuvdn4i+9I7flN6I74bHBoNjQXfdfnDCgXpQhV7t5q0KnxTR/IMfG0MdRoH7QmfGShKlaKkkwnnAVTWBV2l3zU1rKEW9cuZKDSuGiGJfw3ngx7IsQml5rbyvRi3RmKaGl+jNl2EuTuO+CtXk8UP4ZM263bAbs8vRA8/ArU4k4YuX+aPQ8q7auCnWtXGz7dn9B3yaZvc7HHYHzRqYvjiDWevFRd3ipGpx8ai61MRbIENDZIiqLilVxF61uhSMOAtglujKsaK0Ak6c64u5VkGzi38UZvNKLZRq+IPmVofmVsIQaum+AWYI6hfFFUKqGn1N2BIqGRk9/EDozL2O2OSphzli231dTx4aDdbztgR0lcyiHRmciPoam208kZMnc/KETp7UyRM7eXInT/DkSZ480fPpp++x1zd1aDt2XBebiLp3P9wbWDXtbX0Y9UhegKwkhfOAy9rb6IkpuFDiOwmZm+DnoeblF1E9k4a4exB0rriUM/dZpXobEuJnEqwIvuW3YwID+yB5bg30bxDEuOioscZW/t6URNX57kCvXsx4JDW8iEqQBusEaWpZLatWb5WTLz4vExi8fA0NEpzlEhy0wLDDqG9o0rbCjvfAwz/qOHDo2Jld2zfuwvul0Fae+oXGuISqtYRIXehWXbrlrzRyNdvuOz/4+aNQx16n2d2wz8UJEUoVS54nhsjsxVOYrXCIDO9/ODJ55gaiBfqbKcfoo8/fEB5+nhRdiZ/+rV5dXr2q8mUXUBXFGIe3rn9oYHLDnmsvUydyhkNB+BuGqQd2Z199x8ulvWut/Mdf/Lb85If/z5hDuFIIZ8UOp1sLB2ei+ERof+D0SP2WeueD2+u0K/Cx4C2g7EUNwumVh0zRprcK3SJr3dkg8Rk+K8xiTKiawMs9a+iMibeDDDKYtBjZsLxp4ocFjxqmbrSaW76sH3tmw9PyjPGaZsMORvOVhJ9IaCNqaxtl7cY9sv+5e2Wg95w0trZD4A0QFukRfL37tO0XXab/9KufXf3cC4dPQ+AFLmsp1Wu3lb5aed7O8XTurvKl5MG4gEXnoSxL8vwQnLeUvABZyC86et4KSqGsOuVmw+qIRmYuc0/1R2YPHvMFe294IeahBe7QUMNVbfMquYALrtP3yGxMlLDrwMBdo9yea7ARjQicPyhNFYRFNXj/sF+X7bXm6J7Cwio9gocUJOw9U6Hj0GZeyZM4eSJnKAhHPpjQ6LHSDi23OrkT9sc8yfNlr/od7BNplxnYO4+P9srg4Gl777mDsYGBUzUvjgZv8jhqHlznlJuqRHLV0Vr7FT6XoN2uepGJAowZeB4LTJRc/k3VBF5KOdxRybck8XosTR6Vz+V5xkA2J3jOe0RQy0uh1829DVUKuZoXA1PCpIGdghvT7HanrN9wkfzi4a/K2SMHZTu0ubAeM6jjW6XHtHVbt0Vau9Y49h84LG95wysjPISCQm9CeM5VaJXquYJ2qXJgpbMs1ZYrhu7F3srv/4ePPvbdnz9+m9jcsibQ2zmEq9vZJHWa3mafhJvG2Kx0QfI8jzF7MqbNTDddjw0O8OVY4TB78h5pg0Brw3jsrKnDscP14nV6lQ/fGDYW6zioAh7QYScaghYxIK7QlIxCUXHCH5NOd4WJKQDduclZm6+p1cWTOHkip5LAkY8zBk/s5MmdPMHz7re8T3iiZwj2zkxl/SJwSo/z52zPPHlP7Hvf+ZBNt6kVxwJKXbwgrAH7Og+h4G8+VEEsbymrLqsm8JL/EEoM/igmGX9UhFUas6St3FaPA8qNCcy7XBg2zYGikqWxXdMam3HxSCwtJUEoeRZS+KrVW8SDwfbEi89JaPZufLk7lXaXtHGQalm1Wlu/fbc88fT+1t7B4b6u9pZu2vEmBF4CLuOQiafLuLrzUrWSeVpyxnmp1uIt5ELmW0rdL3rJO8Le8NS1jXAXNuLulhEInE7Y74Zd7TICJUAMXrN8s2MyjtYMCfY1aLNee9T/QtRRv6eSDTx76vvihY1bfW0zbN284q/fJNO2GpzOGZQoZGtsGla+e+2YLBwhv7hgH+sMjcka/zkJhaflBLSrW6psIsf6KhlC1+3expb+yeHRLp7A2dzeiYOIwpAi6PmH7trt6sROntzJEzx5kidP9OQqohmoYPH5mrlhGmdtRGLrWlrqZJwC8dINNGcwjaqp4a326WuqK6f056XGPS5YVCnwPG84D0SAbi9NxE2LqBIVK2gNDpDfdE8Wxq8aAi9LMYVbU0lrlGy8IRo0vNaSSUMEmoOm5lWyqht2vAefl6mJMexAhkRORFiqCkPgdXvqbJt3X6wfPXFm7anT5wfj5VTmtasMFqOaK3/nhQOc4FbCcuXA8m7bHde+RsIxu9Nnc0GjukpCntUy4WwXv7MFwm2NzNi8EoOLslD9Fulxb5CAsxGnpdmlYfaFigq7kdGD0uSDn962S2S8fpsMNe6C4O3Fsrgu05pTgpiup9EU09DwzuDqh+bXXwNzM9968XrbxIex261p8+L7B5aRmLFEPz0yddIfjrXxBE6exGmOAzyhkyd18sROntzJEzx5kicFXGugmVwoNKufPPGMBovevsjk2Bpr+lK9V28M/nB+Z42p2KpuqHoBVSW/igKvhW60Bhskvn/JkrC0b9n0i/VHXqfSpk5e40ZeJFJuKOmXAa8qh3/igW2dGqAxgFaW3cAA5AAUxhe4x9sgq9dtl57Tx2Wo55w6OYh5iYODGfNs3X1RROyu2v3PH1KOem1AhgHPUmJqaeU8VwltOSRlylsRMgtHUjhkJmKXQ1zlOVB5jDn4PK+F5aAjT9LCkJleaiImcZOH8AzJ1qw7r3mNBEJuCbk2yrB3JwTadRLQscAK4TIGPV0UO32D0Kz6IXgO2VtlxtkmbjvMDCCAhrA5yx7sfShDEUVH6ZFZsbddJIGOayRQu1r8Dp+EICU5ICDCjw4owdHu0CzXxEJSH50Wtx6CwiosszgMAzllzLNGpmvaJKST+HkL2mAgHHHX1tVugatKKNISBXMPM0/q5ImdPLmTJ3jyJE+rwEuvQA6HS6amhvXBgVPS5JJztlikKYFkOdygs1HYrZaWV/Xlak2588j/qgq84A9WJAy9XqqOF6ciKoN4GsXn/CE/DelTYZzIx19qfCWeTdyZrgo/1hGwiiJO/kiHeV/qNV6XTOVljQNPnNZfKg6Tb3EYxUPcU+hlMGlmPYr6ZeE52zMuyyphFUWpYAz6ysOkjoGIY+pcUJK3TdZv2ivh2ZCcPX4YeYHI3FmHzoOlK+zIXa+t3rBJ/8VTz3lmQ+HJC8WcYY5RFb6ztkGFUV8o6JY3C5d37ea7j15665thBwubU3eDxOxNMqk1ywwUDzjIAaNdTDz6rBIuvTAbsOPZpkHI5GAKDa8bZgYuPNmnT9xQDt3hof2PRGZGRIf/c27ogGcIXOHWjKM1B2v8qJGIQRERgVaZ+z3CkKDs0RBcR0JgxMAdZTyEx6FZvznUl0NS3rzggNqs5vL6RkeD0roZx823da2GztfYDE/Blyd08qROntjJkzt5gqeeot3FBnrAuWVo4Lg+OTEkG9obgpiRKm4TnbdC8wBQNVveZTIkVOgrLZ0b1MAhJDWx+jBjL4bQNTAp+OLFOxeHMAUkM4P5bF75QiqZKh7B+4wB6dY8hEk8xzNQCDdDJjzWdAuomUUhZLxKw5+MMHPQSQCJfNb01HsLTitu6z2zmM+Ky/EHMy71ShjG0W8fGemh/VVy8yAiOZAPJp7kFEt8HIBNzS9Ma1Blwo6bX9j1dT69xuPRwmFK3PFMuND/bnvHBixDNcnxA8/JzXe9AZsmoPHAZMCvpUgwKA2tbbbuzdu1px/76dpzPf2DWzZ017NzLWnBN4VXVr4tjfslX4GlwWaTyoVk9zyVXZViqoLUbBRecxSApAcee+bJYDh6ZRQmC3aYBmBkg0CGbBj7dDtMCOw1MCFwiScWhFY1KG4kUOCcBrxf80gnzB9aYD0wKPbxPpEma8mF3ocHn/1FdHbseqe3U2xYVdOBX9m1YXyNj8QgBtopKhpg9xaD3RuFRhw7AeEbG9egMdUgHEcEgu74izIbnglvckMRXOWgZGzsp+vzB09OhWMbd11+leb21mLDmmGbS/nC6fbI+RPHYM7wojq5kyd48iRP6xxOZqMp9N7zR7XZwGSs0dFQr4ehgktUvsoVqTJ69kCzF3IOjuu0KlyqWUKF0c4zugoJvOlUUwAyQ6pQya+QIyMGQL4+l9xxE6KSiTrpqnDhTwJn4mYOjFFJ0UkPBpzaaof4DEkKwEoT7zPBJcVZHiy3c0RZaYoDJOAsz2acuuKP+WwQZaAzeZ1EY7wkwpPr9rhWl9FW+pPwWdNUWfFUdc+cxgeISQRTh/0q2hhsCMfCUAAvjQ11uqfGY+P572agQEtfis3Na6S1fS3sePfLtH8Kwm9DQuCN0uWM023bctGlkQfv+Von7Hgfh8C7eUkLuyYDVq4rHFgEHDBG4koRUllslaJqofD8/l//15WhKARGaFY1ZyvI4AgNrQNMGDj+cdwMQQAN2b04JjYq3hjGR7DQBSF3VWxS6kOjMgl1a1/7S5tKqUOo9+EDsUjwGkfjZrHVtGA8tqtyM+LCpM1TMJVGCoTZKZnDg4SEJiQaOC+x6bPQ8Ebk0l3bj0wcP7w7I44KRsbZI6NB3a85axq37L5EhzJEC+PDQPEONPKETp7UyRM7r7/mHeoEz2CQcww5C1aiTvDsA7/uQf38ucM2jy12Tp/1d6jE5fgH1aZCkSu55IDBhbnrcqxyMXUqWOAtdhhDR8OKQ8w4gyDOdX59EA8fvViPp3kABeME7vhN4jlDTUxBOhVGPeNPtngTFdOVeYWChQVQvGOk5iO8isuQYKUhQ7JZ1DK7Fl5T80UzNL5G488GZyD/aoafujhnOGhxJ63PBTvetdvlyUe/JSN9vVLX2JTgHUvlILxh6w5pauvUHnjkidBtt1wbQVassnE3JO5WwgoHCuFA4V24EGzzAJOf4PwQILMgoHmoTlWLWHyVfMu7//bgbMS2kwoezUGBF+ccYPLgiKVZjlKn3SypD0CbGobdroYVLl94TEJTJ+XFyTGZbd77EJJvLIV9enh6t927SuzQ7mo2TPdZRksMzDiOGK7IMNYaIyomZ8DrEHYjU4dEnx1SxW/buOHnkTNHbimFlmLygB+0W3B4fHX+ickZ3+rNW22d6zdGcQIn1DVko+GDlyuEPKmTJ3by5E4jjXs/+GFBuJi4XB6ZGOuPDQ+dtbV4pMdl0/aorXAKYvn8YR9i8/LKhVyINonAuJWADlVNJhjySHoJFHR3tIm01GIFBa2SaIz4TeLZmjVDmorKFh/Pa4VhVKITqATj7edtHE08V3JEapop8M4Bp+dPwCCztUwTV9oVEYoaXJlmpifKiEekxccBzHjzauYjHWZcgiYkcvXKzUWpeHoCxoiay8RnMxH3DEk4jSj19/yYLn6ahSUHVa1AYAq2V1hHwkBkbLxlNLW/OJoCDOpeu0sevf+rWJ46Iht27saAZbQNfSiGcPpa5/oNWvuatfLkMy+0TE76JxuUP53kgpbuUwqDl25FVihf4cCS50Al3kbYjcb2Hzm3k/5iY/iot3saoNSldwEcrON0QPjE+GYZWDkSOiCF6RCMo6FJGR46KiOBXpgT2MRdt/7GUpgaCwzv0xy+i221nRh2TQsE1s4YW02cqr5qRzM3rjGN5g0Qw8OTEvUfTwi7TS0dT20PnL7llJmxuldF1uhM5MxIINJxI3y0NzQ2waUYRTmyThcXfO/yhE6e1MkTO3lyJ03hUoPd7pLRkfP6KA6guKKjJSjBUUgeyzMopqFq/MiiR6bqSnhLj4eVF3jjHFfHTtDMEjxJfr3Uao7UY6WkBR+8yqY0hW9mo6VEF/RolpUNh5mukAFIvd9xzElpiCMOxqXhikdY4dNgzEQkpKXFy8t2IbyZPZWApLQUBBnLQaSJy5rOjWp1eO2Vlt2KB0AmnHllssIRR2QZpxM5KUD/5CBc2KQLvAqGfhG51GS318LdmKlFAF7gjGIQa2/bpPzxHodZw/WvfI0SeDmoESASDuHY4Ubb5l17cera/24YGhk7Vx2B16ixtd6JCi6mm3kmsKLFVRTZYmqUxUbL/DK6aqVVDXEB7VVG2Vfe9jYbrQPCIZxRBnMFu2cVPuyxaQUf/BptyhjU7Gjc8i8PeoBEJ9HxE6LP9EpbW6tM1l07B1D4nQ4/u2HNVX+Jzd0ERW2d0tYaqhdzNphDplM64vm08YFdx3HHAmE3Mn1adAjdDOs3bPvFxMhYW8wF015sp1OR1f2juD8Wio3OxrQd2/ZeqttdcCg2Mx2fG7CRDhvReEInlSQXXXynOrkzEo5vxEvQhk8JCCM95w7bZ2fGo86w18ckIKceylADJ2CXzw2Zh1PplKY33tuWT+XKqEnlBd44MdTagelJb5fqwUjnUvcUXhsnTG24h4nvvRXQvOdV3ccjmN9Mixcz92xJSBlHTFB1NcHMqzUxLQ4Rud4IVZ94JnUxK0ikJjIzDojMKGuZCenSzBIHMrNZ0818iTQzwsxrebbeUqgnWrN8XtkG3ImLMUPV0UwzATOVkUBgRR7HS4HXsF8xrmYbQFOrUAVn/fr45ICtuWlzUm5qciPhWWlu6ZaGpk7Y8T6HXbfT6uvd3LjG44lBvbZ5997oj79mq33h4NGhzRvWbEdeKkZWwgoHVjiwwoFFwYEI3MpccfuvwGAvJqEAJN4IPvJ9myDsUuzAZioXplxzcLRSTOMsHrozeUpiU2dxQJBNgvaWxwBStMQbnTrziOaqu8HGTXK1q1AmNEvGGGotUd1zyV+H1knjhM3VN5oxhKeg2T0JofucgmldteHR8/2j111dN/kMhvl5EXYxH8HbmCMyge+FtjVrbd2btkQw2IM4DPjgn/qHK0/onJmaVid28uTOEJQqc+YMtN/FNsFIQO/pPWbzOeQk7KRb05iwHCPAJmp4g5jjvVWT8pYe46rGCmjnGAyOJKQp45FC7nM9sMEx4+NXU7hUj/E4c2zgNR6VuBJbIs68YVz8Xl2s8Ubx6i+XyhkSybhJyoe0BH0K0oBNwMfjTAQm7YnoeISCj2fiJTW/iosnJO4tcNZ6E3cif/zGfFZX84Fw5j2uJMV8JA6zXg60vgfDF4VVE17B4Y8Jb15VhEW4ZLxKi98Q5zQUGNbA5je7AMwYokODZ+zNzVto1gBoE5lNLUN54Y+3s2uzHDnyAJaphqRjzTrEG9g4uIXx5b526y5pbGnXf/Kzh7VXv/xWuq5M+3g1sVrpWN73F06NE+PJvDdoBXhcARTzXu0lU+Acc+fuQHzSQzUqk16Aw+FwcqOtD4KWC+7Fgu4WsXnXYAwmLIY9+IxNChwgeQolkmIzfRKZOAktb1Dqmlpk2ruteGF34tRD4dGDN9pqmkSraYaw22CUy3JQhhHitIAmCrtKD8g0mj1As8vNaaaw29S18+HxKf8NUtMo7Y7hy6gMrnZAEdTR2GY1R9/AVKB162W7BcfLazx5k4HjAE/kpKkbT+jkSZ08sZP2x6qalnrS/+7kWF90aOC01l7nHqh1O/bQBeZyDWwe6y+I5nWje5lz/nKtd6H1Snn7Cs1WEBx3rSmxj/0v0QfjWZVmNwuaeXinUPL8lJKliss62hSe1SAeZ7Onxh3q6z0Cx+C3IoYQRgLvYO6GGGw6WLtbnnvmh3L+5HFZtW4jBl+DTTZI5GEMbi2dq230yfvUvhe7ZgKBSZ/X07ScGbnSQ5dz667UbblxgBqey1/yZs2FRa02Z60M4ZhbG05Ro0ZB1+BfF8KXClapTA2Whr1sZAymDDhW2FPjkumG64pmT2T8+IORscM3aTgqWHPWoewGaI1RJrftJ03AxkMM6j897v6R3hhi0OzGps/gd1qV3bXlmgdHp103iT4ht7hPM3K9Sqj+HzX0zcAb21REtm/adZFeU1tvm53xK16yPjyRc3J0RJ3QyZM6eWInT+5MzD2gUbEZHxgjwz0aNqxpl7Z6guHZCZo0KIG6+tVY+BK4R4pCLxma1AUWnrQFoaBqAq+pjWEHTHTC+AxOu9EtrRp25xvG1armltndcqtaKukZwOYz2nIu3Yw00+PPvLDjm8Fym4hXMCkAJpx5NQtNwMYTTNyJeOBJ5InfmzBmEepq5rdGIs6al0nWZ8PrwVwGlRbPM3cfj0jJm4RLARt45vLN4TVhzTSTz1YIC4oEH6ksII2JF8sC5PG4ZvvOH8eS0zTGfwyuCqmJEQuA+DrvwsYDJ9z30D3ZFbfeYSaqDkStiRd+fLdedKn+7SceXne+Z+DQ9i3rm+aAVu5WODA/HLB06wIKLA46I8IKoMiIdyWyohy49wc/f8StxW5wu5rVSWqaxys26Hy4QgVJbW4iNCdETgzUqsLVV2TitMQCA1LjgnDc9bKi6QoPP/9QdPL0TQK/vTZPO0wZOuCGrDGDsEvU2CoMA08c4ADKQBfNGCJ+icGMITZzVpXtbNr2wEik9eZYuMegP+MkpkAr/SchjE5GtCl3XWPt5p27wzhd08mTN23QnPN1oKsxnszJEzqvvv4N6sROurTEIZxxeugNg7XTY339J+zh4GTAFUWDoCmQn7NP2upgpSuyoPjIpPiPZg3xvX4LStJiKLx6Ai9ql3BLFq8phSG+NzyVq6sOtjm1sJVH1zPf/4SglIczbMdESHowYjNEJcCtNwouCzCjaX2aKTlTHPGa8eZVlcUHS8XUuBEHYL3TYFWm5D+EMX/JKYi3IsA9XvMEUiaxaCuISrZEML+FvCT0pqBrAU+km3G8Mj/bdB/MVEZmEiBJ5dbX1YdeOHBUGx8bsdHnrvXoR9pcRSJBaW/fKB7sZj556Hm1UU2Z6MYrqOqBAW/j9j3icNXY4Z5sBALvXGGL7M7kzyIj6wImZ6VFqt/4FzaP3/+hT96g6zYJQbs7ba9XakQlWnEMs6eMsmrgRRyE3eh0r0QnTkCza5fazr0PQo95U7FtBWH3RtrgOnzdYvN1QdhtBgpOrqmYYMZAtV8sbMy7OMlNeWOAVtcUdpvXXfnAjL3jZgqYtEHmOOyzR9enYqris6Y53ZP9E0FP16btemf3Bo0nbiYEBWjMKcryZE6aJ/CkThgfU+AAnw05VrEc2t1gcFbv7z1q89qlz2OXZtUeGbhSxbosOGq1JzGu5V1wYhaYgOoJvFzfoXcTVDDtnUMcTRqoEUyYNmQAYlSxQ2gGNEkstqZnw23C5EsnYlNYtxaSlM9EFgfIBG/Nm+3eisbEzzh+DjOoi5lgRCneKZj4c+KCyAQobthGhYR4UQao+YAr68QfjytOBOBlGWY5TU0NMLGaDQ0MnJS2jnWMNjEgL/3xRqS2DnZinRvkzJFDOBd9DJ4ZmhJuZngKUHA2IGu37ZCG5hZ57Mnn3L/1q7+cKG7lZoUDFxoHzHdrUdd7SRBZPgff/ObfO4OjeNc57B7xOxqwPQ0DHFalKGDRV9Gc5jFeVnxmjAVHJTz4IiJjsn3HRXJoshsmBMhUZNDs7qjd122316+H0WYjtLcUaJOGWWA0hF09FLcVc8BNGlygRf0nIOyeUyXWrbr0wWmt/WY1PMPEgX54d7pGHkLijQqgyn9AMac0bToSGxyZja69dssOram93RbGiZumAgS72dSBRTyZkyd08qRO+uOdm1FIJDesOWRiYlDv6zspTR77UL3bvisUUGDGTuoq12Wh0ZuvHq8R/KHg6wBzzfiFpm8hyi9U1imPtrhoY2W0KSSpTpoQfZKLscInp2R/Yp5cPw4l5i8bXGo6n03Y1Ht2otQfNdnZfqmwhT6zw5o/M4/qxCBIuVDE1Uw3r4RTMJa8Kg3jMMdi9UtNy/EcRlrix4+VlB/rrAKuSoGBBzOuranR5av1zPScO5g8LplZkIH+ErvX7cImgxHpO3caGxO4KddAqoRiDGpNrR3ams3b5dn9B9cEQ5GxePaVywoHVjiwpDlgDh6WSmSIsqRW6Lb8Qo6eOH30SG//OhvMExwu2O3CDZgyYyBqLH3ZuDuYE54ZOKbB9CAGM4LwyCEMlgEci7vF/9yhfrXrSlEUH/fMLFmveiw4e/Je2Op67Zq3Q7i5DPYKacIuccag2Y1x4xdpgUcDPTSFQyWOKmGXwiHMBgT+cm7Q4b6H/nhjYfgMhvC90RO+MWv5FU4AZYpRYZtrKKQ5OjfuuijicHvg4o2uLA0ecl6g+QJN37hayJM6eWKnmW6QhI8MKEmwYU0bHjwtjW57IBSY9oEPmLUyTkEVrskiQceGx0+1v3G7SAhbGDKqJvDC8XZi01q2qrH7Gl04G8TCxsf7iiIi2/3CUmjwz+RhJn6mpikY/DE/ODKmo1IKLtfVigP31l2gvE+M72QcQkNDna+zvXWsFwIvPS4kD04GDDUbq1dvR9k2OX3ogBJ4rTYbFH55lOSW3RdJ/+BIx+Fjp84yp1pLiKOYt0u8XvNWXokFVYfM6mAtsYoXXLa5/q4Fnt1/+Nn/+OSXHvjsV+558PS5/sN4ReDIaSXMJwfe8ht/sZFmWVCvShSb1GbFa6y8YXmdK1NqMFUCrPHe6BA2YbArkbFT6lCH2lqf3P/1D/skOmOP+kegpbBSn/1dC5/5vsDfLs4thv9eZz0usBGEaZhhMzyHA3rduHYCWl9GYw8FTmAzDpWAn906nw+2sY6nbC1XgV6XjaYMsRA8GajjyFSOOWTVvWNlcSCcI3J+fDrU3L5K4wmb3N9h5QJ5yhM5e2G/yxM6a+B+jSd2WucU3lMG6R84bQ/NTsz4NN0dJ92Kqrq1WQTYrZWl8olKsAs5VE3gJVMpoPB1SbwyFmYn4i5k7leg7mSpyVbrvYnaTDOfq3FNtHG8sEx2LJwPtmxZN9LXd0z8/jGMR1b7BwrI8McLO63Ori1K03vqyAHagDMhieQYTB827trLeOfDjz01npS48rDCgeXPAayQI9js088fOnng69+7b/a+R5/p+s73f94KwXf8wJHTL2DUhRno/IX5GGPmrzbFlfQX7/vYY9GY7rDBlMHmbhO/HXKrDS3AuU8tzmP8MscwZX8GcZRjHTwyxPznpAYeGf7wPW99kKU6GndJeAzj3uw4tLGQiSHEcWMZBdDEj8/4RaeH9iutp6fF5mhYL/bGTRB4axJFGbUwZgTa7OrmCWXcMBwal/DEIWh2z1MLqodqLzkQq916RWTseTWXUOFAe1g9GpJGe+B5CEpxG4jieFMqNFYOJ4eDegtP1ly1YaNG92MJN6LgHfnHwybCwbA6oZMWIEqoT0ga4D0mHNCv95w/TD+0g00eV0ucnuQJpVQil0o+1Fa9n/jDby6u8IJdF2ywCLyKLRVjBDogg/rYTPQwMh0l8DkRV7ESVxCVywEKqrT55wY0KibMH+OTfmg8juHqFy/UfOajqeHlC8aPHgYOQJdfvDM84x+PDQ2cQjlz5gpGOsfYiNQ3tKklqtOHDwjd0HBZygy8D0HzsGbjVmloaZWn9j2vvtrZ0UyYJXFdWtQms7RE2kvMllz2yhM5wDcvdupM70lodXV7Xcclb3rnu7du2HXxru/95KGrv3XPjwOT/pl+wBXE8oKAVvielQM//Pkj18LRrkTc3RJwtkoQH/LYkYAfmwncJYOVXRdu6A0B6dHxU8rfrgN+er3Q7r7zza+6iQXYvJ0YJ+FzfPw5CL3U9EJLCXtb2twmfjBJiPoH9kXGDtko5Dqbd4q9ebvyyIASEYy/LJb3PEWNJgqKEGiChYdKwIxBggPYIFwj9fX1mm7z7rZ7u3ECnBe0wcQCpmWUcfXIrERiNi/Gc6ik5y/EnO7BibBs2LRzj15b12DjSZtqsgEJ5I8eiwpP5KT/XZ7QyZM6Of+YgbMB55fAjF/v6zkijR7HSEONvQvp6mPRhLuQrqo/gEcUdlV3vJAqb6nrnDRhiazULQVeSz8sbASuVOEreHJygO1i/fGBhwDVekV8/Hny/2oBU1uDH8ROL66mbGq2OV8yY+BVA5V+zVWXN9R4XIHz+OrmCTjJgUtQMXG7PbK6e7uM9PbJcF+f0HE4TwMyA5e36pqa9bVbdsoLLx7rhKZrAoJwVfuxWXbuq1nT3FArqSscKIUD6qNO08KRqD5yumdw/+e/du/40/uP7L72hls8r3/Tm2IvueP2WGtrS+jI8VO1Q8PjEyjDfA1LKW5J5qnoG1gAsstvfTMELSeE3Q4JOtskJA78g2aUGlKVH03AVlA/w45Xn8UmtfGTcFcWlN27dpx+9r7PJ3jtsIUiGg6q4DHEkYnDMMUdpokBcBHZHEH26Rc2wHxhj71+EwTdVqBHAVj5UuUksCEHtcFQEKjjKHFcsB6ZlsjkIZhR9EOzjEG74ZJnZzxXKjsHakgdDTuVD95YaAxY4AkBszcMXpVSwYK2mrfklPh1+5DTW1sLgTcGRQk+G6ixVUmYY+zqJE6eyMmTOXlCJ0/qNNNN4rhJcHxqwDY4cAIeJsQf8E8Z9rtUwl3IAd2IC6dzvenCYkb1BIU4R9ERVQ9LYjC73IXd7RZfL0MDYXxUuzgp+LrxTW/+sOoGOynLD0Mgx0sPfxB0PRB8XdQBxNs06SsnXlN2tB1bN61raW4Y64XAS/OF1EGKoNQEd63ZDncyAbVs5QQRsMWKY+HYr4sTZ6pv3LlXhkbGm59/8ehpJkJYjkvFc7CJTCs3i4MDqmkWtn1KLr3kjOWznsIuJvpg//DYqc986Tsv/NO/fd715LPn9wSmw54vffYz+h//7u/YPvNfH8fkPmDv7RtsPHu+bwbvUQivytyXYsFkLExFl1qp37jnvofVuKR5xGGvVV4YKOpGKSiyMqYfAMx+fNShXdXDMzAlOC72yDiOTnfIdz73wfVms7CNYzWtDpp6aa4mcdRvgyYWfnEDfUrjaiCB6Df8UF8w7Gh0QLtrq2nAwAdrAwrEqfMptJ7KGwPLZ9nwthCZOABhdwBCI+LqLzkQtdVfigFXaW812lDAFlbzrZcYhGLup2CI6ZS45zFotuipoQmtoblN58maar+HpXLUbfAkTpo08GROntBJDz8U0M3AOQQc0YcGT2uhwFSg3mEDX2FkQsk5nVNmtmV/ZTdhYMty8zlDarcxYpfv37leUuE6GpvW6BwPAVwlY83R90JjsuLBIvsT7+9JVFHghVmUaiymJ3644cuS66eArdiYGSF+MV4sPdq0fcvGvr7eo1humlTCLUchM1BQjnLjGgReHiN59jgGXuRMFaCp8d24Y7dMBwLep599YYL50d/M7mWiW7mucGDJc4D9GpO1dupc//EPfvQzwx/9xBd2T8/6dr36Vb/ZeMftb4TkYteOHHpRvHX18rZfe5dt71XXrr7nJw/X/fSBJ56EcIC1YL63lpdsyXNk4Svwrv/zD/ve/++ful6DIEmPDHYe9gBRl8c4qLlNmTLgjg9K8MU0GJ2Br93jovvPiwfLaB983/991FoTtvFjn7hr1FnbENWhYbXVtMBc4WKJ4jCKyPgRuJnVoqvdR+GNYHaVvWWn2GrbYfIwC/zxcizIlGbXNGPA0r5ggxptdvXgiNLsbtyys093NOy2ZFF4NNjsOuo2w344AJOKQRJPAR5qjfkLus0+ORqSrlXrNmg4TtjGEzatC3g8eIIncQb8AXUyJz8Q+F2XPEeQ8VHY7x6C/a5trLOxthmvAPa6QRJeCWpOpg6Jv7nZ98JgDN6G6gb1PrL/rYRFzwGKjCF8LNfgmjyA5CedL4758qjmNtvcjDQ+urUrLt01/cCjz8rw8BlZu+4i2OTOIKcJDLMGuB5raVmDU9Ua5RQ8NYRhv8VxinM25gT1i2Iw79qwCfZv9Y5n9r9o+9W3vCY/gSsQKxxYKA6Y70AJ5XOSnvLP9n73+z8d/ub37rtq86a9npff8Ub9umvvlL7hk9oQBJnZ0CA+EtfIjp07tP6BwZoP/+u/XPSJz339wIb13Qc3rlu1Da8Ntu+r19N80UqgZCWLyYGn9x28GE2q1dhrJOJsUqyN4uAuGvApBqv2xh8dZlsqLorzGyi4HhM3lsI6O1fJnbfdcJ2Jz7w21bmbpaZT9MkeZaeqAaez+SKYIUDQHTlg79f7xd6yV5x1XZDnqNlFaUktChUmXY8pMwYk0IwhPIn8L0KTMYxVOQjmLdeePDvl2mCWmXQlOih8KfRGoF22w81ZjMdizmOIOmp6ZmKRHVv2XqLXeL3aFPyxJ5m/gZ90R8YTOXkyJ03cUpigNNg80bP33BHxOmXEEwttChrcwnbClUAO8BM4iva+0L4AqlpfvH5gaWp3ZMxKWAwcSH35+czNvPSvi3GlqKBwxREyK398jEfhWXU17abrrvZyE0I/vDWkblwzCoxBA1IvHZ2b4XbmhExNjBt+LBOYqM2NSX1Ti7564xY5cuxkI4gN4ahJ+4omy+Dgyt8lzwGoo+wz4ag+NDYxc/IHP3342I9+9mg7lmpdl192i75+43bN5XJoqzs3ym0vvVPe+Y53ymtedodsW79Obr7ySrnrda/TRicCmz76ic8HB4fHz5MbhSl5tSjKCPKHd4rrxHMvsHpY/n/M8SpbTS99yVsxEkW1Gs0lUdjuhm21EsJpZWF8lKshk5IEf0qZCM0BNqrFghA6R48olK++847n7/v6R7OhhzkDXJpRmI1BOY9BWIfJgqNxh8hsj8w614mzYUO8TaiVsKKBnhMDNze5qbGWG+TgjSECrw86hF0Ax2Itt2CXvmsjH6w55+4RDVdkNtgQa/ApHAuOQXfqgMHa/IXzE4ERl8dr54ma9ExhJZQKD84dPImTJ3LyZE6e0EkTBmuAizUcODFm6z1/RHww5Q0GZrxokSi1vFa4C/He2r/pooxa3guJKVXT8JrCR4KZ5LT5w21yF70Qu97iqzPbipawdMHoRM9ItF2xpDIj29oSzK/07Vs3rq6v89KOt8lYikouhXZxLpdburq3yb7njsjg2VOy9eIrZIZai/g+N5o0uL21smbzNjn8yI9aBobGznW0Nm5CnwP1pZNtIXfldoUDVeVA/PXgsgWseAyHp5jPYU+p6f6Z2Z6nnzt4+vs/fsBx8MiJpsmpmR2DIyP18FBiP3Jsn3Q+vVYCgVlpb1kF8Hr4UHVLSwf8/qH71wDJjm3bZc9ll3vv/8G922+98aoDr3nZzWvxQkJTl2vC12bP9gycwQfkiMvlko3ru+u7V0Oi0GPeqjJiCSH/8Ce//GAsFr4JXm9xwESzBB34wZwhaajjEGQKYFCO6sFxbFI7Dk2CXzZt2ij/8lfv2Zs2OCbxAGYSaoOZH8JvM1a39IBj5MeeiG+DOFu2QWuLgRlCHoVhM6hplceWYnWMQqFAWNXDftjswowhPAI7V6+4m3c/Mh0r5LQ0YrOLvX6LREaexnLfBrOYebkOBsLuhtYudaImT9ZUfozjJXPDGk/g5Emc7VCI8GTO9AMnFLCOEz212cBEsLWtBhUCv1ZCGgf4XcavWrY4exMnz+UeqibwYqCkJk599lrezQRzV8SSxdG1zM5uUsOOTy0vV4oo9PKlKCgALgmWiBAScZRkOT3Xedq2bVl/pKfnaFMwOINVQAzpAFIDtZGDYPDUsEN+8egXlZZ3+2VXA88cIQoeGy/Wbtkuj//gm77nDxw+e9vNV2+KRmMxu2MxeGxQFVn5s8KBDBzQgoMjE2fO9w2N9A8Oh/DTZ4MhDUvdugdLzvDpKoePnXQ+8dS+jjPn+lav37K19s433CUTmOjv+eY35MknH5BTJ49Kd/dmuGTqhgu/dulY1SLNnT4cnhWVEI5gPXr4sOx/6mkZHR9v+MLX7m3y+2efuPLS3fWbNnRth6LBi/cnyT1TOBIbe3r/oUNf+vq9tmMnTjdjvNbXdq2avuP2m568/eZrun0e56YMFbngov73y/fexAnMBTtSp6NepiDQQiWupjKMYPhU4RiFnxI6YeKgR+BX95joMGdg+PD7/s8zuFymHrL8+cBvXv7IH/3DvuspsNpqmqfrgs/WDoV94oI2X8MyvkQhvFkmVGpB4TsMpgzcBIzWpQBOP7vjL2Cpblzq6nwSqrtmejpmuzFLkWnR3NulOXyIhw0vtNPKICYNqvIRjhrv2Fhoes1OnKTZ3NapKYE3XleO+TxhjSdw8iTOSy55NVYIXRLS0z00cOrhiZ5OTfzNNfbm+EEe8Rmp8nQvZYzU8nLvjhLMlnJFCqS9agIvBwAGay/jcGAN8eEhCcaavnK/MBzA+KlseSnwFhLYxta2hSyaFmx07otOAQfizssu2jF28Bs/xyTeC3vdDbDTDQB+LhMVtR2dG7C6ZpczRw8hHzKaWhMTMwSDNTBpgLDgPXz8VAACL6DUjGNCXABXK9cvgOqWWEUl4KGDQcg8durcYD/2gSUxjpOp2f94bzyz21EwNAq1ZrFmtmRVgMw715MVjkQ8UsZfPHh0+Iln9tefOdezdmxsYsNMINAEP6I1WAEJOZ2OAA4TcAVD4fqOVV1y4223y12vfZ3c8tLbZGigHz5TG+TRhx+U06dOynPPPyARGNw7sOLsxWqHcjNli8kstGKzgYCKu/Ka62xrN23Z/d37Hh/52H9/4clL9m7f19XZ3okNoZRmsJzJ9woqxGDk7AMPP7Ght3/w8vqGRih4XXIIzk9+9siT5+699sr7167pPABNWgMVGAnezDFM4SE+M433ZoBAZmVH4g01YSlcMeBZwZnxRhwKQWw4HNX27NoWeuvrX7HTV1vTDpgkgV0hqPIffEtH7XqER6dB0GqUGUcD9IbQ9cInbBTf2ErYVVUBwVyKwoa26Bhci02fR+WicvFFuyf27NiYU9hlFa7YuWqdzd0Au9tTkFcn9g8Fote6Vl0Cg+FWSCYcJxHY6cAYCrs6TyGDKYNSGHADF2x2w+MHRIOw68IHlN1ZM4ZWbjAyFvaXDRELTwgO9O17WfPQqsJylQVFzmnTuv1sUGw7eZImT9ScDcwY9SJq1JkCL0/gpMkGT+SkUi01kA/07MATPb0ObaSpxr4+4OeePy3Rd615VJNZIy6Ae8XseD15z/ke+i216r7c+VGgSFN8L+CghKAGMYg6K2EpcQC9Hqtj6stPyakFvAUcg9OHH1ba8M+jBF48MObaKy+zfeoL3xO4jdE7OrZpoSAGNswRZlA2ug0d0lDfDk8Nh0WdtINJBf0pMQBCKNaa2zv0+pY2+4sHj9G1DoTpFe2uycOVq8EBaP2jtO9+Zv+h537lPX+xamBoZMsC8EZvaGgYhlB7aMrvvwL9uNPnq9PoT7qz24fNRDUa3PQ5AjMzHk7Y6zdujN1y++3ay17xKm3ThrUw8XFJZ0ebbNz0l3Lo8C/JvqeflQP7n5PTJ07I0NAgPJ7M8FsS7rHs0uVbLW0dHbJtxy659bbb5LIrrog99cTjLX//F3/+kh/89JGTNTU1E4FA4NJwOGxnWU1NTX0RvOzT09NX497xite+JrZh/UbtySeekIfu/1n3T+5/+Jq2trb+iYmJq4LBoLsSvFPCWQZEmeK5Qx/veuyeHz1gczqdD/zam+9qBdnzPqVc9dK32h3ORom52iTgaBTo5LHwH0loeNUwx3FSefGCzwZ/P+xn4YIM26R++bWv/MUH/uK3r8lQ5bSoNR2+blvtKokNPPUkTk671tW2SzQPhd345l5VBngCQZc2uxquGPhghQAzhtAUNMr7lWa3obFBZrxXC3I1JRWCMdQYzqGRVqNxUmriIYKzS65scZzCTFARgVeRjfIc+GUr98zkzDiY7ORJmjxRMykgE+cFnsBJzS5P5Mzk2pJeG/z+YY0nejY5ZTg8PbXVDkU1Pg94IkgicK4iLUgrLph5cC02a3EF5Yc2eZrLUCkfFr5IdFFGi5gayxycL99STa+awMuXUMknGTjDDk9GU0ha6E6TgbwLLoovTmo70KsN9j8o/7sFM4SIGCzIzChr3N69O1o1PRbs6z/q3rX3juQMeKKG1+utk46uTTLcf17GMak3dXRKCF/8GO1YgrFxraFZX7Vuo9bT0+fDB/w0Tsnkci3dOM37hKiIWvmz2DigU9iFZvfkH/31vzVC2O248vJrorv27LCFYQcJXV1SX7W6P2JFrM+4R9dSmsVEHSmgxX+mWY7q+abgZl6JBwLl8R/96Eet0K527NyzR3vJ7S+Xq264zrZmTbfUwJl1OBiCXW4Agm9UWprrZRWE1oaGZigKbRKmQhpl+Xw+ufSii2T7xk0y+fKXyfj0tMzMBGDHyB37OO4A7wa1erVwjF2PpeyW5mZp8Hptl152qf7au3/Z2Xv+/Ma13d1P3HHHHSchPGxlRaampk5961vf6oTFkf0WCMjveddv2rZs2SLf2bBBP3roYLS/t7d1586d/TfffHMQgrELWdRwYdadOMx6mlfGWYPJR2v6yZMn923atOkSwpm4rOm8p4ADAV0OHTyof+GLX9Tv/fEDHa97xU0jTY31bfG2sIw01hIrd89yLnvJW9G+mM9wmto0TqjF9i8cHAF7WdiUqg7EiYxShxp2bNg4Ng772WMYpAKya+8eKVTYNaluDB97tl+3XeloxAlqdd2QObmBDalqwgQd1OqyzUGHmkmxgU7ZCuNoYBQs7hqPEnYNfKTNvGN/hTaa/RaajBgGedwmB9W6+BMYlaa1zTGZGkxOL/JJFY0/LGeKkhWG8AyKEYJpPTNRd0NLhzpJkydqmv2GRfKeJ2/yBM7m5jXqRE6ezGmlH02F6cGB1ZBT4p8cja1pdIQHZ3FiHJETSUrgJBECMWSrOWEQLhMss7KsWZzNOwhFe/IaEVPnP5h0khayVq2ssrIFBCsY74OY751gAj8ArGkFoFpSIFUTeKcmpxQj8HJhx7Gu1HzLmZFLqtULIJaDAL014FwJY6zNkodtyhePL53Zvhw8GEccc6tOKoZ/pKnO175ubWdP7/mjG7EAFaNqloOVOeFR4HU63dIJtzNnn3xWBnvPSVt3NwY8DGhEgMDlPLfHK51rN8iZZx5sOHm2p29D96rNyo636M92A+fK3+XDAQoq6E+af3p26P/8xb9OHzh0dM/VV9wS+9ynP2vfshtCRPFB9d3is8HX/+zs2Ac/+MHQ0NDQtnXrN9h+7V2/Ib90992at7FR+nGiYE/PeUw0DmnFqVGtLV0Cl7rYFMV3Cge8UtDii6VeLh2HwbhxupQbcC0qyhQeTOLMK+mkjmwGwlF7a6t2wy236Pd+61uO/t6ezd3d3Ufe9KY3eXp7eyc+8pGPOEZGRjZ2r10nrwFNtaDpu/d8T37ww+9rI8PD9sbGxvDtt98e+9M//VM67yd6axEspuhANNs3tFz6/BMuOX5uFB/W8AXgcIbe+Oa3PPHWt7y1/sYbb7zIbD8iH8CBGvue2xd7/vnnNw6OjB+hwFt0oSVmYJ15nIQdG8For8u2gH4VY5VhxhDjzIY2UlpWHvCA08yicD8m0JC6XXb5yPt+7yiKVh8XhZDw1nf/1QuD5w5eaueRwQ3roNkNQYY9/mDUf65LD00mVidc7beMwmkHdrVhtI364Wf3ILS9EHbdbvF4PTKtRl5K4GguJQlBLc7lOvzIf46fRqdKb056htDQczRnS4qatZAaZIZhKeOQ2/nLEGwwpZkYmx3v3IMTNH2NTTg9mE6zjGDMBx7pPXNSncC5fcfN6kROHk7EulgDN0fzJE+12a+mvqEH9r6AyWjOwHzW3OQI5y71qjExJRB2BhyZ9qckLJJH0peN9mwkEp5dmAJzEPO9p2oSYTYK5je+atXr7etTYxb4qK6qZ5G7K2FRcoBNY335SSS1vBR6naaUWSjlqYhS8nl9ntpd2zcfefy5Mxunp0d1FzaAhDGwY9pQkOgwakJZhWWrgH9G+s+elj1X34C4OUTU/jhcNq1r/SbZ97Pv1ff09J+EwKs62xzUyt0FygGOOfBh75j5q3/82PEHHnnims3rd8b+/s8+YtuyqxteSOjMnlYwBQ9IUMyGJ6F18kPLiRPMjM84TqSYYF0Oh8MNswOsMmheILX0UsX92KFDh04/9thjPsDYIXjKy1/1KviQrpVvf+2r8uDP75cTx45iJaVWLtpzndx+61tk/dZuaeiwi7feePHmEGoSxJdlkIMq/mFST3onWJoSjnklGdQ6Ygp348WBRKvdevsd+qc//l+rPv7xj/vPnj17GlpW98MPPbzBV1fneunLXw43T+3y7e98R/7nv/5LHx4cCHR1dQ3eddddZ1/5ylc2xbW7LKKswHYBHzUfziXv7qyXd999mdx18xacrBh1ff2nz9zwrrd/U073TsZuu/2Op9/2trfFXvva117dAuH+0ksujT399DPup/YdGt22aR1WcRJKubLoyZf5slvfHIW0ZHfZvcojgwNND9+0Yod2MciPESBQ8iQ+xVEzWB704YS0cyqus6Pj/Ia1+GovMHztnvseeuTxfTfam3eIswmyLTWY4y88FJkaug4+woy5WnUGTUKDP292db0KXzU0Y3gOAzU2qNXXSbDxRpkBDEVwVSzhOXDip7IykkSrnUp8sAYmUBgOEsTuHD1/szW13PtE+cmIlJw5G42dhnHGBp6g6YKJTwBSpSnMcr8zT9zk6WoUcnkSJz84UgPhaebAkzzxUTIGvfdaZfXMb99U4DKeK4mrDDIqlpWtzl8QLeHED4tKyzZUTeCFvReFD75m5OVKWIIc4JhIoVdtXiugFTOBmHHQKyQ44ISQcN1VlwZ/8tA+GRk5p6/tvkzCMzw1yHjT0G/Yd6S1bS3eRLucPXFYPat0zugcvnDloLeqe72MjU82Hj91dub6qy/Bi0uAlXAhc8DQ8tvsH/zYZ5/+4te+d1Nb66ron//Bv9uvvHoP5vkoVg9q0HfYTeb6ZBZ+4RyUyHhPT0/vk08+Ofbcc8/FoKV1QGDDHhhNh7unaHNzc4yC4mWXXebZtm1bK+xgW7H8SsHXHFujR48epYDZ1QzB7ZobbxRKa1/4/OfkQ//4j/BH3QfhCAIMlnAPHTgsLXVbsLO+SWphziD1FFsNocqkT4ktINsUX7L1dlUzvibIGMKfpuZGedVrX2s7cuig/OT79246fPjwOkRrThj+3v7KO7E57rXy5C8e17/8uc9q/onxiVe96lXH77zzzpnbbrttbUdHxxpLfUxSirqOj49P/PSnPz0IPobe/va3dwVDEaWtpJDyoc8+Ll3tdfK6l2yX/33fndLgq7F9/6HjV77/r35X3vqWN8nll1/54pVXXTkFfl/9ne//tPX1r7olgEMUaosioERgu02LOaOa3Q2BNwDTgRikWx7qCF8J0Pjio4PSLjcgIA4aWNjtQrsLrjtdNfLgPZ8i3woK3BT3v+//yI225j3igLAbHT/xkH3y1I0Bz7obXau2SGyqB+WgP7hbJDZxAoJ1j4R6vwfXZdD0Q9h1QisRar0lf49WPYJCLXtGelCxEeypSE+qSgzK465G20RgdgLTjZcnaMa/JxPlcbhnj+fJmzyBkydx8kROI94A43xBt2U8wZMnecKiuW9ibPQKpLJK81Udg5gl+JfDIRaDVL/m6hIZpvrCEqxLLpLNQTkXTElp+CpL41daREmYVzJViwNsn6SRARE0FcPHNVfC8od4A5s42APMXkABwYJA27Nza+1sYFKGRk5r69ZeDkAzlwFFDW5DY5s0YvNa75kTEsTGHNpnKbstUElk/KBq6VwV8zU2206cOqfwc+Ma4ud9F7elbiu3C8gBCLtqk9pXv/PTh/7tY5+5Ftoi/f/85gfsN99wG06OCqIPmfuukvtbCsnsSxqE1KNf/OIXB7797W93nT59eie0vA4IwA54UlACLwRbHRupwtDyxmBfO7t+/frRW265Zd/dd9/dDOF3M3DALa4WhZAcGxsbq2tqbZPNW7bKM089JV/+/OdlHIeq3P3Wt8mG9TvkZz/5gTz1+KNy4uTzctHFl8naaDM393Ozf1kzD2sJiwEIYG65eO8u+f0//r+ybecO275nnoG5r0uuvfEGufGWW+ExZULu/e539HOnT8/81m/91ot//Md/jL1qbTtBv4e8wK+s8Ju/+ZsHv3/vd6654ZLV8smeB3BK3JQcPDomazsbZHhiRs70T8i/f/4J+cgXnpTaWqdcuWONvPdNV8nm1c3y6R88t+u/PvEx2Dnr8uzzh7YOj00dW9PZsqssggrI/D9f/M4D2Dx1s5uuvrAKZRwdjLGHwi0GNg2HO6iBCIJWLDQq4VEIuxAWvTApOPjoNwsoYQ7ETmnNXR+taWg/HDnznV1R7+obta5rpMaBbyeW1bAe5WEgZoEQdtE1VNBDI+CXV9o2XPFg/4zcFI/OfWFrUmBMbVagZp2iqEutUxsBVEtuRLlT0e2UqRuvfKEyBcaTnKlg2FbX0OTgCZo8SZMfQgzkM8Z0deImT97kCZw8iZMnciZ3Sx1mMS7p7TkkU5ODUu+0TxvurRWagv7wG0B9B5jEggQ+03XXUgqcc8nzYgOrSS2vC52rUCVXsWUsNDyH04oHChwUWMygui64ae03Rnc2IVaui5EDbCN+9VHLy68+a/sl0UtAJmYFwNAUb3D2DQxmWkd7a0tjnW+k5+yxlssv5YhuQhiYOal4PNi4Bv+T3Lg2NjIorXDVNDtDf5Px0gFT39KsM76vb8CNhDA0LrQ1jAOsXC4kDkSi0QgUlo4HHn36ib/5x/+4KByJOP/g1/5Gf9XL3oRRfEZq63GKFfpotu6BDVzn9u/ff3bfvmfDIXzpHXzxgPu+n92/BbYRXVdcc51s3LwZH2EN2EgFPPhHt0lTExMyMjoCW9xeOXn8RNcnPvGJgYMHD575kz/5kxcuueSSS8F/ezQSwWa0iJ22lXUw0N3/7DNy5uQpeF7olLf9yq9KvXe1HH7hRXlaHsG7FsSybEy4ST2KmdZWAXt0KiHhkxRunZwwm7hKGurWy3XXnINW0CWbt27BCkmffOtr/4NNaofk5ptvPvjrv/7rXmitrUvxkdHR0T7Y+o4ODw9Pw6aWz3yPBdpfbLxb425tbW3A/SoI//Vmn4u/6+rxq1/96tXQgh/68WPPbv/502dlHQTd26/aJLtghtTm9WlhqKEHJvyy73ivHDw7KC8eH5Jf//t75a6rdsrvvPI6ee2ei+XHLxyWL/z0Oed1L3tr2JhfHFh+jYjXVysvPvJNs9jEFUoXWB9kWPtOQOS++c//+drNWGaXGbghw3m78G1F7wjYBAX/umpJnajpCgymB5HJXvjb7VU8feTeTw8Dc2tu7Mmp1PAO2yP2mVMP7nJ2XiHOmnZ87GDQ5YlrHB7VBjkMxjyUgueTwFMB7Xvh/ePRYMtN1xUs7MaLxdAJnMk0GE/QYAdHZXVLYw8sbksSeDkNcASGqbnUoeNle98AQlC70+UKDY+EGrvgZrKusZmyg2UAxzuAfssTN3nyJk/g5EmcqSId+ppSiPAET57Gtm11o1f8o4ArPJAYsoQmfGCPIq7JrYkbUpKFoMIRLhAkxzj1voNoCuyGyU1+YqiSYr25kc+B+6VU5/y1MyCqIvByoEkIvCbXzCvKVbeW50KJXYGrPgfQz5M6Ol8eCrxQBuU0mjMHCFKoVvlwJS7sJ87Y0i3NDY1bN60/PzRwuiUYmY7ZbQ47v8g5iXKApCaXS8+dXZvlyaf3yehgv3SuWacEFpbBwD5GH6TtXd1y8uyZuqGhsSHMu13sfNC+ZSzXyLnyd7lxwBR29x84euBP/+7DXaNjEw1v/aXfir7t7vfaoxAaGltdqm+pTplSeXSXCAS5s9Dmnv38Fz7fNTQ0sgYCqmtsbNRBl2BXXXetXHP9tbJz78WYcFdJc1MTPCt4IDBoEHpnZWx0WKANlscfflj/9je+1vG1r3+tY8OGDQ9v3bp1pBYBwgzL1ulNgT5CG5G/ubUF3hVCMjPpl7GBkzIA0wYnBJy2ti5sdvLCFZ+OiRtaK7x36oXky4QQvxgPmf4SAD3f7Px8C0IQAM729MrRI6dkZiKEgxO84nJCcxjWZN8TL8hjj/9Y/843vq7NTE8H9+zZE4DpQAeE/168Q3aYWgRPnTo1BC33FD4GvOfPn28Gr+r9fr8X6bH6+vrp1atXj8Gzw9ANN9zQv3fvXt+6deuwT661E3WmSjIRnnnmmR3I3wcBeRXf86NnRhNpHkgV3e2N+saOJrn1oo1y9bZ1WrPPK2Ow4VenLKJGd12yW1558U7tw9976KKfPXtSnB3X9IsW6pwaOyHde18BvjmUJhBa/QA2CkIzTZHO4Bg+hCJwFuZw17gF5hQ85EP77pf+4/Ttv/Rb6//g3W994KOf/MrNO7euO3rXK27ue/XLb93V1FDf6q3zvRia8u9yOmpkmuYMHAx57C89xSj3YyAfgmd0/LTE/GdUXV5xx80HmpsadicqVsDNS+761d4TPVNdjuYt4oYbOmxGA9kQbiHQqoZUEmO85SGpOurXQSgdwgA4An/A3XAOXEQAGn6sGXwxe0k8P9ilU8CGL9/alu0d+BIqArEBSowUGjnqt7IFcmHgqh9N7X215yLDwRaenMkTNKPor2ag6QXaE/53X4DQOyabL74B84IbJkBBE0Rd2Z94ciftd+EveWytJ7qa/mURcpKgIFL+qLkMLCLbGyG0N6WkL4VHtrDSVuNqzse56Ca8yShuXqPHBjc6FuOXU0gXeCtQQwocVosGhRJ/+FVZAfTLif+Lsi5sI7Pzk0AKvFxBwnySMZiwZtty8FEIEAEfHSpaxVnQ1tXV1u7cvmHi3vv3i39qUG/wrcUpUdOAIDYuGxpajXYcQBGYmpbBc2dk12XXJNGFpWVxwG1R2+o1cuDo/rphHC1FgRdZTVIy0rsSubw4QDMGanZHx6fOfeDDn9FOnj7XfdtNr4m8+51/jWgck+oKS31zXPYyOytYENdAwpVp1P+FL3zh3Ac/9KHdnV1dLbe/4pVaMBjW+84PoE+GpM7XIMePHpVzZ88pl0/U8jY1NdOHLY43rVMO8UPBMMwGXFpDfYNeg53yjzzySON3vvOdwzBtcJ48cdKJsmxjo6Ny/Phx2bhls1wM5e/Xv/wl+dC//CuET7jeOrwPm44aZV33FvHU1MmsPyS1Qcw63viuetDLVwP2OuodmKuGtavjvUECY9TuCVzdQHECwvgX/ufT8v1vfxfC+Rj8/kLgdXmU4DATmIJpxZA2PT2pQ3gNPvvss3Xw3DAIoXcAP31wcNCGuJYnn3pyN3jhqvX69Jb2VmwcWqNe0umZmcajx46t3v/88/o3v/nNUGdn5xA2uZ3GhrPRXbt2rcEHgwNCcN/wYF9XV7tPa6731PcNTUxfd+lmnLcRcfYMTthqPU57LBTVhib8Nv9sUHv80Dn56bPH9X9428vmKoK6BLmDFrX7v6++Rdve3S4fv/eRTueG14i9bi3mFmhecYwvna3i88LjpOCGQzkoDMbg1gvaWdhDRWQWQiRWjzR/eFpe8vZ/XS+16+VfPvWjm3mc2DOH+rc+c+CzW//mnz6p/OdCUNhBZaPDOYEP67PwwBDFkm/tUw7fmrD4uq+Fn1x4HhuUKFyQ2aKz0Py75KP/8Pu7KRfnCviYCv/1v3z62Uce+8VVPT2DkKp2drlWXwJ7XK+x44W0K+1xKhYghiCs+3skNjuCRCgHQhMUv+OBBc/1DCMy5ZmdSI2tKfEkmqYZgXOQ5+36urEjHSbWYq7c90ENIRd487AB6WgIlDo+HhiGkLWTJ2ca7kzncnIeoLs9andnp6fUCZxGHZNhqHGfnZ3WcYKnVueQ89P+6W0w1y85qGkIRcyVUjKqBctotjC7UiFmGaqu+IOmw3uC1wf5KCwvp+CwQ2AwQrxpS2phSyYyzAbVBN2lIPAvf4RQUPizzHiImi2vkNo+HLyUwMuRNTUxQ9XVmIp41eawYCCIA0ZB9KmpBFk1moj7qssviX35O/fDfnBAb27YAHhjMic84Rha27sx0TukB3a8/II3z5agAA3XNXDn5LF1rF4rD4yMNUPg7a+p2QZao7rDMTcNKESZ/hhFxFMUteo+KTpTPsYlASU95MeRBp4WkRtHAjxxo+Az/ckIkYhM3GTKmohLglIPSTH/n723AJDjuNLHq4cZl0mMFltg2SJzYjtxOA7DJbkkd5fjyzH/jv45SA6TS3JJLmAnjs+OIbZjki3JsgUWMy/T7DDP9P/7qqdnZ1ErWZIle0qa7e7qwtcFX7169V453GQ3w9EuPK6ert4m9Gde4cetdWO+UIz8+d//Z9fzL25bs3TRqvxvfeFvTF6PXySgu7OpyYl9U208YvhSNHnLyR1b9T3PPvusr6Gpuebud76zcPToYWOoN64sXbgRB6Y2QhVRr+gLnRJdXadhsvSceG1Xj4iA+5WBRTMs7TGZQH0YuLU0AAHOp8KDNfv375/xV3/118DEvjzUjrlwaMtjBTf4yZ/9THzy858X02dBVhGd6rVdrxBgiCROpU9rnSvcOKxmAtcQWguQPmCYF+MnsLoK/Z/sNhaIOHDdydpwYmKPYYX0bskr1qYAHeQqwx/d79ihI+KpRx8VJ3H4E4sDvB3r2K+gK9ixffv22a+99ho1USjQPpEHh9echEEMHEK2sM/V1NYZ1m26Raxcu1o0NTdDJa0qzp05rW7d/IJycP9+Ow7htUJ8wQ5gf+6mm246ADlg9eabbz63a8ertmikvyGcyCsOm8tY43IZZs1ymewmq9Vjdtl9dpfVCyRuUgr2ZCpp89hthhjoZTEacMYPtUXmGpyHpgqswO9duVhsPnBKnJAGCjSZTwVauuSeEihiKIkakDYGyMGSTqSHBJKkGb4ZjRTQkyIJWh6gJ7XFID+KLhTzSblPlMdCPAKjDkCXSCC2KjN0SsxST4sO9zocUsO4lI0gE6P4xlf/bAfUgsGwCIJN4r7x3Qe3/ugnP9skXNOFpfVWHETz8wMzc/xKoyC+nyw7xShww7KzDjQtnE+06885c+3ydXzDlQ7DK0yj3Br4RmslMhH5Dn6gWTGHQ8KSA6W/RzQ0tCLMIFtNNMnAul6YQyTRgzbbj6Sn4lhqCMOrQ4DZqmJ00HJmmS1ZSkB+FxCAFjdpeVNa4GS5RzjK79rEwMApziXCZhBDp8JSZ/SIUG/VB34X7EvINjMeDdhuRjuuLbPodrYSk8sK/d5vBmd6+vGfj6zHeLUfGWKcp5GRYBqzcOTQEd1Tv8oOqUfmR6i6q5MC/GCjv0/58NoEOFIOQeUvPVwvndN/CjKLTz75NF9QST8mMcUw0NvnzKbj+Z7uU8YZ028YjiTvuP4vQMF4vXA7A6Kn/ZQ0mUpwQKAggS8GQk6DgYamYiqbcz3x9LNp2n7npA6DA6PSG+dxTHk1jzHe40Qd0ZjHeT+lNMrxLiz0cN7njzduiHE9y4UZczMiuHwY4TMm/HgewzGG78YLN6nfOFEJXNAmcg8+/uLe+3/6+IaWphmFL//qV0zTWmaJWDwKrqtRuPzaqI2wUn4ceUj4xLxwEC20devWvuPHj09bsGSJOnfBAiUey4gat1lct2CtmDcbGkQMYWGwzwPQCkGp/aDo7e8XA/z19uK5Fzu/MMMK4xEQCRCHDuzHwZlOActkLv70+nDBR9GCF575BSypzZKTzwyA3tOwliarhQ5nhZiEFaf7FYDaHMwGg/kqCjWYzCGQZwQGKeD02ckzZ8W5s2cwuQ9IgxNZgGv2MbPFDPlgt6iBsYnmtjaA/EbhhClWgt/O9k6YIz4tRSWammZI2XiKVihGGFDAj/LyuXxOAcvVTK4rF5L8UXNEnEpHVYNobZ6tdTakd/DAXtA2IhqbmiSXG+GkwQxooVCh4ox0qN28+UXPyy+/nAAAzILY88DpzeOAX17Nmwu8706bCrt+cSoEDRgGSH0k3W4XufSFVDpDzRjgeputoEvd333k1paAE6xznZC48ptnUG+LBX08U/mGoLFUTIA7jg2aI1REaiR0ie0nX4ErTE9A4VK40rhHYIgABotXfiejlUAajvEV0AuSGqnoTrVuaMuu9kR0pQl+Zpu9YCxkVz3//IsymAw/6s//+6f/OXLwVPd8xdG6yTLtDtCfe/5om+TootwyM+SrANBzIaVgrFORNpCorLNiBEcZKvUoQwxIn7M2bziDl0CJKD/CMSi/JX8E/nQw8IOwqCOuXPxQQwiXRHLfTQJ+5M8FBdOAtTbATpEO4/vaa19yp/rXM40LcVksgLiVPkzRSWMjY1WJFnNmX12D0V9bh5gag4Sx+J0hNiMtbdLiJi1vcj4gbSodxR54YK2v97SaSceVOrvLkMRCt+o0CrDZTkWsgaEZlt+OVynagPmexwhefOll+Fz7zvTZz/zKJa8F2mkxzrEETjZO2ck0IkrPUv+S99U/1wQFsJsnMAcLBzoAO8MYB0/dv3KwK5QEqX7+xNPikQd+KAexclyjxafm8z19vWdaVBUGKORGoj4BYXDG5GR3eEQQXN6+jnaRwAEhD1Q7cULU8yCG8QVrCl5og3ropz9TH3vwASbPFsbi6MHoV3VvPgpwVodwpnNbZyix0eP2F377C39rXLZorQRknMitdiMOq1FHqgZ2cQHDMhmCjGoMh6/ikEtN/uQnP3FBk4LPcfqUcuLIUbF40Q1QDzZXuGy1Ip5MCJvDKtoAoOsCs2WDYqYc3uKpjDywFotEcXI8KPbv2SP+6e//DpwoyJa73arH6wEHy4CDbn6ltr5WGejrF88//bT4yQ++L25Yt05suOUWYcGux8njPGiTE06HFxpRsA2PST4HW5/JmCIS0YJw2XGNJ8SefQfE1hc3i9OnTooIRBOisRgsrSWwlQtOM/qZDfKpgZo6HESbK2WON23YJGBoSpw9fYbAXixcsErceuv7RT3U/WWycWHzgIPjBjA05JBGTpYhmwcrGS4PtZLMZ/OzTyOvFA653aUEaxpFKNIlevtOiqGBQRENh3Foyid8AT9FHMSMObMRphbMyrz60gvPm8+eOetHGCU8FJLAhYDehIUoy8IfT+Pjw5ArLn/MFwvVos1sjtW5bV0zm+s7nzrY0QWw6vvQukU1SjHvK+ZzNqfdKn7rf35WPBNv2qqa8+vliMGFuOztJfhaupcgkmBSd6W5SD7qYfi+0h9Dh6bmlwgSISWA5LWUDpBlxDpDcefDK+d77YmuosHpN0SNv/+Hf6HnMuIKPBbqihkCBXNwvrnhBiyecCCNiJPcaRWyqMibIihEirSghjbKzOSzYsCuGBYfFNkoJM+h4UVAJCv0cyUXKBYPwK7uMOThP8td4vXqLyRZSiUH0MUdBnPVXLkgKAcVCg5QKvFTAmYzFrmHvad8R5KSP3w+h8UI1mmqwe50JvoiKRcsZkKkBwYnKg+sAdiaYVxoqLcHB5e7pOVNWuDUAH1lDqQfDJT0nTDkMumME/LX2HypugoK6N+/wmviWwYGPTl10+QwjVH8+V/+/cThr6E3pktxCnh0fbnCk6wFOXCU3tLvgqg+OtXq8xtNAc5PRexsjJgbxinUuO/RgdjW9DmD0fDsgeRBZ6i/oyWdiheNJruhIA9qaCMmZXR5Ir6mrk0cPf6CiMJqTgA6TzFFSCebFECx1xcU3mCNiHWEzD63M5lKJR0IUG1tJTpdDRfti166kpQmTKPR5nn5XHd0pcViK3zxU39kuH3ju0UU3EfqtiWHD7vn4JBSDhYq+mOxQejS7XjxxRfj0AfrgX7cJoBeHwCXBW3NdGD/PpzQtikfuq9N1LjYgDDaFyEbGMuL/m48Q9TA6TZKbgkBih3Aq62xQZgb6hHPKPagLUJ0QYLZm+98m9La1gaRRIoB1FIUAJzRfSI0OCh2vrId1tKC4u53vUt4fH7x0P0/Eh3t7UjPJeVqqaGKTKxMvCCifRAXdZnFPmhx+M5/fx0c4VMUJRBNsDzoxAIwAQ4sgecgOM7tZ8+KPbt3i+d/8bTY/NyzIv07BVilNYm9O3eDBlZx/cqbxW23vFs01DWiZkVROw3io14CFByQQ28hJxBjt2JGmQEsxZPPPicO7HsNoLtHrFixUSxbukG4/eQCxiAemxbpTBrlhPU3yCxbAdwtuIJTC7OuUaWpuUXp7upQ9+3Zq77w7DOSBnPnLxA+1DccDkF1VAyy+wDsKD9MKotMOg0xjgx/BnCMvcfae5zHO3pngNMbn94QbHcaCkc2Lp3TYDMU53/lJ0/lDnUWXzO4PethxFMCRBVCirraLtZDci0VgDpu6VPDAQce1Av/tQGs3CBxIz0r22bpZSlO+U1FuJzZJVI2LIIyZ5zT/LYX4oOxTeVwFTeDaVM0lncETMHZwuyCYRyIDUixA4hRaGUESqWYCcAv68APL3Mn9xVAu5gIiUKqA6IGPcLhrdlRqFm2CoHmIjJeIx5d6dtpD3xDx794Qcd64DtxJ0Dq35V0KL3TQmh/GY7ls9aIk+1nrXNqZAIlYlQGnPx+nJTHRADYZTADDKl0ZwtFLy1m0nJmuU54yfKasHNBS5uRUJ+Yt/oWycnl7oTumIyU+y1mirDcaTArxc5ULE5WcdW9TgqQhjQ5jE0yLFgvuBm8ztwvT3QTZKQuecrsW0YDyTWy2VX6vDnId8lJd9UkyG81+htRroegF2PQlFzl9zahw8jZX0tVJm22GHw+p+3o0GAPJr6Q6g9MB/eWMnTIG3/I4TWZXLAANU3seHVIhHq7xIz5i8p5MxxO5ws7tlED9Y2i5/gBV43bHkGb1gHv6CqU41ZvrmkKsGkZgLr2dQyl52DSc9737l9WP/SeLyjJtLaVyUmQszu4u7xJvPDC5v3f/e53i9hmbwY3dxblVQGurDoVIK+KlqmIA/tfE1/p+ENBA1m33Xqf2LTh3dg6N4voABo+xjRDG8QOcJCMwIGMPytOdrA7HMahtp8//pgYHOgTm37li+K97323cIKjSfleCMNSIS+2ZNeK3/6jPxL/+Dd/I17buQO7Fw5x69veJuoaGiTgjYT7wXlNS5leE1SGYcqXYg1PP7pF/OSh/xTbtjwn3nb3O8Utd9whWlvbZP/gDloWQHEIMsWnTx4XzwLs7nj5ZXHk0CHxrf/6BtT4JcWpU0fkYbgVBKyuGnBt0Gc8Blhys4CDplFA79KEUE78cgXUORqVYho2nJIP+Ou0w24olz/oEjXN5CQCp0ncght2RjgS1AbxjXkLFojFy5dzo10Q8K5cs0Z84pOfFAsXLhIDALtZgGWWmyIZOVyxSEV+MbWnu0c9cviAsnfHTtPRQ4dMiWTCdrKz19PRN5jqSeX27DpyztvXn2iwWwrXK4kdIhUClQj8+DGgSUGCSBxWExgCFBwGNFm9AJnQWAhOqYIFCxcxGsMWJZNjEgrMLX1tfOID0kLzYn3AaZdOr6P2hBD4phDzyJn8oi/XJ5z9A+vMJRlxBkHsXN4aPNHVO7gga6n3mGvnCgPornJsk0AXaTNPpKtiQJUcXAJ2kpAC28wBJoqLaVhti55G0bJ9Ru91dVnVsErEutGesM8mFTSTrY3QWGwhIqNJV8QigGXUHK4V5ee4Kkso/yLPUigZGQ+UYTY6p8HC5SmMocNvy8Eu0Q1LxdRzRTWMnjWTFjMNZqOSI8IqOfkJAPxpaZMWN2l5U8pXV9QHFMRi04IdgpAaGuigOq5efJxmPY3q9cIpwJajibywf+MAGz6J+TLgxAsv2euPYbJNZf/hAvMBkVSTBLwgXGnMYBIV7fQCU6wGvxoowO83FcA7Yphk74EjF8k83NYYBMuinMVpsxV7Yv2QeexXAsGZI4dYZMgVfE1DG+d+0YuVvhzX5aDNVAGKwRmx2R1KsL6Jk68HWSSYD7KVAypDVd2bhwIlzq7B7vKeOtQZdydTmZq33fw+9dc+/aeQI4U8K7hllPtjAzBglWWyFIZwIO3g1772NeczzzwzP51K2UtNEjsHder0GTPEjFkzleaWNsh+F8RxHI7Z99pr4pWdz0ow5ofxkxtuuANb8WYRH0xCVjYjgo3gaELMQB87T3Z1i29957vi2Z8/KZYsWy7W3XijqKcsK9IzlORoMwBlBMC3QoyhDyrIouEhGKB4BZxRq4ByW8joWsAxzYgXt/wMRVfF9GkLALSNUk61vzMszhw7i3g9Yvcr26CTuh9cXxcYlyatrvi8GWiTCEMLxDnI6rJPEJAfPrAH8sX9orFxhrj9tg/INEkXYczgMJwV8WExDIJEclyGPzslOb3ETwUCUWyvU8LBiLpbAHQLOMgVi+Qg2woxEb8dIhhYc6AvomvKiZFyojk8U6aZYhqHDhwQm59/FmUpQsRivVixbIWo8UK3dm1QFgPRZFwWiWng6IcSA8ju7eoUp+88Lfbv26tu3/4yONQ7TP19/d5t+056Pv3pT/38gx+871NQgQZFY9mOG+cGDf1DkS5/48wMDrzlYuEhk7+2wdXeF17WN3BGZKMwAcwDCHRGrzDYasCNcQPoBzBA2AHwkDMrTnktlEIOLToApr+cwHDDeQwv+Y9oAGt/YcG7PF7YaGF6eGwTHZHi9lB//3qTH9/QB3ltgFg1lyrFRXyOa1wwQTSL+VPMgGCcSJyiCxLoQs2Zy5wSaXfbU4pz+p0IiP84DQZ532K6H1fUCfmTdrgBKNbALxqc9NH8CYJRYryTzxJMc7eDdUB4eFK3sNQeBy86XriTIRcPUnBHeo/4w7T034gXF/DArBk8lcsngRd8tJipH1DDDd7iNeuHKy1t0uImLW/ymT8NuCMB0IxW7To6z6nRaEjUed0ZNRW3yMQvoDxv1aBToRMN1+hj3bVOJ+oXvuSu1CZluuxApb5Uzmf0c/lF9eaqogDbxuhvJbc4MNpzm2N029Gf5Xg6qib6O90bz1RJwxNo1kQsXgwNdRpnMEk5o2ihOPFzsvQHmjDxO0QvVvoFTF4ENOTqcNDjFdwwpQYHaHIFNQjVRSepiml0fnq+b5LrmOqVJ4BRFeTkADf6M44KdW08oo5Ud2hwur2DJ/vS0Vgys2zZdTcUfv9LXzFCpEEkUwnJHWVtWGvsIBQOHN574k//9E+DO3funA25UTO239VGqNSaPXeeWLx0ibJg4UJRAwMQFAvgATS73Sn8ngbxwnNPiiPHdovHn/qeqKtvFtPbFkhQGg8B4OAYONt/GqPnmTOnxI9/cL/40fe+By7roHjbPfdghxqcWQAamHyjuKR04A1zbhY+GJ94x733AlgfFf/+T/8kZXq5dbtgwTKIDWwQ5zrApX3+QTFzxnU4eDZdBP21IjQELqLDJ1qaZ4vIYFrs7N8NEJeAHCw4pDhYxvgUnTCZzSi/QwIAIwTwfN4aUVfbKlavvl1sXP8uqf/X6hLCW2MV3lqrPAinlQ5/Sy2EjHHJzJEAF4IPAGUwLCdS4DzLNob6RAczkD3Gwbp6i5SRJiZkPCv6ZQ9ENp558inx6P89BMtx21G2Iiy53SyuX71a2AB2Y/gwBNXMTsYrFYDPVmj8dwT9ohW/5YsXidvuvEN56fnnxb9+9ati20svCug1toCzPWvp0qUC+oLFntd2Bwdi6d0WJX9TvOdEHmlItDd4Liy4xTMddRX8CXPa4PDtsLprvOBWLenpOYNFw16MFwgF0QQDzPUaIVcrwaJSYvpj0YClExoSKiz51LiVfQngEt+VqnKxnBF5S63ozCeUVpFiRuJUGNou8o715ubrIfpRg0DYfqehCvmWaQDUAuSq2C6TQJfAEwsKNQ857PSAKMROYiMhBjnf+n35xtuW4CDcnVSHxjgGaXSCtENqbEwcaOlYRj7Dn+1+ePzVcy3FkW+Rn/TmH4Yex7GeetrjvGZM/TfO66l4kRkB4mKdgcbrCdQY/HX1rIBkk2kl0wxJ0MImLW3S4iYtb0pufmUO5GajrP2hswotd1o9dmee4vqVYar3E1JgIjrJdoQ//FBcE07QUiZM92p9oS0HL33p2Hg1B4Kx9UmCvVmoptftrXbF98NcLrm8o00PYn7HYF7+5PKGz/iv9anSu9Eks1qMbuwG9oRCXU2qwq7FqXPYUazB4fQJr79e9Haekwd0eCK9iImeTq74MeIFa+rJTnPjT2I49ht+R60AeiEkBWR5S91Bf4HrBNSpCDF8KxPEH171xKn5YjjE2Dv2RznBjH11zfigiiqMLplzZwdSR/rDyZtam2cV//x3/8MYDDRA/VisDHZljTBSh+M9p+7/v/9N79ixYwW4t0ZoEFDX3HST8uGPfUKsxqGx6ZC/TcRj4qH/exjb//8B0JsUN954p1gw9yZYGnIBeD4stm57HEDMKm7e9B4xe9ZSqYc3HDLiwFdenOnYL5584kEJ7rjtv2rtjTgsFxOPPPKYGILu6GVLFwsg7BJwIkCCdTa0h6b6OrHp1lvF7ld3SK0OPMB0x9vvEh/+6K+IVzbvEA888HXx8CPfFM0AvNSqQM4VtCdAvOJecd11N4CbGhfh1DkAXIBqgCGK9RghueFwOiF24BXPPvlzsX3rS2LBvJU4pPY+gOlV6D8uHN7DAbp6kyaHi51ziZFGNRszygJOq+gAN/kYQHkkOgS8Z4VYxH4xrWWuBNHU3TvUncfpeUW4AxCBwKFApxMJId4r214W//IPfy+OHzki5l93nXjPffeJuwHw50L3MB1wuHTMlvmXHkf0gCRaKlRGiAC430sWLhAwVAEOu1GFdgeacFawaFHuuusuFYYs7DRL3ChBrZbu+H9VWzE5tD6VHJKv61H3+loAP5wGGCjaAerPHR0YPDIH2l2QM16aa8AJ9gPUusHoxE/FNMldA3BPFakhgclg0a3kIvHunV5YjRTdGRcWJlEhPJBFrZ8LiQMiYo5RqKn8D2CGsYwiDFgFSJAmraaBa1tMQnRh6KiwW8Evbli6OTlwfKPJM2OJVJfG4RCDLTVqSG40vrUcUuSkSirCceUgRRyGBwTtReXfUlg51HDYIOX14UMPx2eUjXK8ECV7MZbu2+BOYiWgOabAbKHlD/MAbkZH1wOe58oxUe/LByKq1QNLmZ5AgNyNckyOZ2aowhro7pKWNmlxk5Y3xxxYY1ogaE/nSaMhnxusNxqCFo8smCxuOcG34o3+ySf5Tpw2aJVtvOnjzUjAywV4dVKPmGX15kz681cO9FZsjNdqnfHRsNspIOKHSQjfUP+o8Ne/J8df/X74Zvzh0aiobuw8h0ODnU25TErF3iA4SuCIYCDjFlcB29ROKCP1B+rFAEQaMlD9ZLEFS61H66n4q/jrG4our88IzUdgSUFWjtzjS+t08ErgxWrpVRx9ZdPWHUd2UEPWvexfvtFDXYIruN5FqGqjujdqBtCuVPOUTGB6kt2Q5bwcWV+C0p83CZZd0j+cMW/tDkU3udEm/vS3vqbMmXWd1LUrxRgqksEXUs91Hh/YtXsXGwvbk3rLnXcqX/zir4jVy5eBE+QRNvgf6+4Vjz78kDiL3YNbNr5PvP89X4TogU/MnrEMXNSCeOzx74jnNv+fOHjoVcjNzpWW0JhXGPo+T587JPr6OkVjS7P46Cc+LW6/823gNA2JZ554Qvzgf74puu94u3jbO+4RNqjPwu4DSgTVYriCYSpWr71B/OYf/IHYsW2bcHk9YuPNt4p51zUB9EDvL+SQ1UeE2H/gFXHo8C6AizzaP1QyeQJiETRI9BIERNrFbXfdKlYtWwa5XBfgC2UZsWEiLKKr/Yx4eeuLwoUDZLPnzxTzlvCQGvqRD1orIIZAkYVhpEnqaA4MdKkhYveeA+J/cEDuODRWOGDGNRaJic1bHoUc8HyxYvlGiBC50O9VkRjKixw01GdiBpHxKmI/jGc8+MMfQX74oMybh/UCUJNGIx0WmIflUDGiEeKBDVJ+XFxZB868sNIhVapF0xmxDQfuXtu5s4gDh8YF8+enNm7c6Gdpb7/9dvWv//qvlaJiqff63T2RoQFadgO/UPY3BpmSq4HKOdUsZtTVGQyq2bM92DpTGYxk1lD1W3QwgQKy+1JkFjLB0PNLVWK8FzmvMMe3egvWBtGb8gI0Y3ehYT5Eh5tkHfChEVerLblkWEVo3ElyBsAepmqxAkwRFxPnRMCREjMW1m7NDnXddNzatFHNH5RAW6sAx0EWAWXATyX4JseX6ZBioJXMhtRluEkdA+iB9Os4ETCoGxyNIhw7VCfcI98zlhNFmCT2yAjjPGk9AbY6TMb+eDblngtLmbSYWcm9RbWkGBEtbIagpWH2SlpYs8ldDUkPpMu6w0KnSGfjRVjsNHqgrt1vKbZgbVB1F0AB2S/ZnMZz8Jftd7x316DfZQG8pJFOP3YMvXOwgVY63b/Sr3p/9VOAYzlgpQS845VW/6782uUvro3K5eDYgoXRKFU4bNaAw5bvHgp1Q7dmXHUAzFJWUG81BL8OTOj+YL04dOgoTnZDFRJUH5UdMqPYg9vrB3Dw4UR5t1LjNEOtaA6QfOT8Wo4z/g0BFYpUBrN68fXq6OCVM2C5TY+f1LAv0zRD8BOcybxiNGUS8WQaTGyyfkBBBfBHwQ4cdnlVec6cEza37YvZHKxnaBiAvYbFkn954QwInZoQzaMMH4d/fQqAH17JwvGFATwpoyfrMKRbsQiYgZgc22T5mcw14lj1AippiudNL50diK+1WKzi93/tK8UbV99uIGd3jOMXg1zB2XMns7AU5uV7ST6ABB4Gs7k9wk6OHVwGOwWDULEVCYUBnKPAEhlp8czvr4GloS9Ar22DeHnH01DRdVDs2PksGH1AiyByAWDYg/a2etUt4p3vey80LrxdzG1uEElwOVWk+e9f+xfx4x/+QCxaulzMmT0dEzPigPr4LCKDGlFbwc233AYVaIuEBTp8PR4vLMJBdneeT3zg4+DKLl4otm/fLE4cPSh27twiF5bU0fvyy09C3n0A7d2BA2VJiCzUiPqaGqkUhzWKQRaVzD40O9E8o07Mmw/rbW0C2+wAnKUeUV6kSgpotMHCU6qT6ujqET+DOMJjDz0kPvzxj4t3vOvd4vlnngXX+GmoKsuLE6cPgtO9WNKFHDee3j59fEicPHtAPPWLH4g9e7aI6xYvEe987/ukoZmD0HxxFtoj3veh+8BpXkhObXmLlB+WLdcg81YgEwvFhKAPhhdxtqdPPI2Fw4++/3312NEjBqh9C625YW1y1qxZC1lsiDQosOQmjh45XB+KmQ7gqzQguYtq38gW7FiUJRe/IXRqn+w+08g1dmnTYzyrvhxLJ4zxbHw1+tTuYtqwIgsAm4B+XksdrINhzIKJDrRQK7iwkNVlY2PFkJI8lEaAispKk8FYeKgw3ZuLnIAm3S7hsRpONdsNMwl2EUEUaEENIg4K0pLp0FN3kl5Ilxxf+HHck8SU4Fd6lCZeiHvJEPBjwLJjwXQ34oXuqZUbIhIGaGrIhUnOseGYXWVKw5GndsfoTDWtGsIZDN20lEmLmZSh1x3fcwCjhU1a2qTFTYhKlwbCUplAUxPGglD4tBoe6hE+myGCeWUeRWaqbuoUGPuFpx73Wgt5WQAviCBRgyTGW4ma19rXn0J5OXaM/oQc8HgOhNoaSuP6iAGQfqPjyAG/Ij8NwWE3LxFzuazWdDTahwk8IlwOglktNtEbZQBxygRbso1SD294oF+0zpo7HAZhOVC6vT7FGwiKzu6TNr/dFkcAf0V2o29ZLc63vEqHHAnAJwWzVqstbXe6knEoP02nswnFYMpiGqMYWg6JFTAJAgcVS+dQYFOZZ0kgeQdcawQAMabTMTPeU27ehPDks1lxdaCzkKlFfyOv8OcVG9bAXDgNQ6txRnDITBYLtFaYkSIOmoCzQU4j7ylTSE6HlC3kM7KkIvY8Fg7txw8Lj7n4crPPHAS33Il6XhQo0Kh05f+CBhLsFk2OHb3h7AJwry2f+cjvFd/xto8YUpDZle1KNsKKsiES/kMcoMnc3NwcaW9vb0K91V3bX1a+/vX/gihCu1gGGdDpQILNzY3i3ve8D/K3Q+KVV58DiCiI5ctuEXNnLxd10Dt719s/CtC4HFbKDoj2jhM4kDWANq9CrVgtNA4sA6f2JsgCL5JaD3oGh0QMOmdxME6a8A1DcwJUdMmyjCgiGgY5vmbIrE5vbcEHgaU2FDjPbWJA10whJKA7H9zcpaKxvgUH0tLg6najv1nFoSM7IdfbKGpqWsXgINR7YcfDCy5qCuCHgPH0mTOiq6NDcsJSubBo7z4ubODxOwCobUZw0bDeIW1GOHgwZzPaU09nh9TwwMNjNQDSG265Fbp9G0RfT684fnw3dJ2eE7NmLxLNjdPBua0HLRRwudvFa3u2wSDHaTF3wTzxqc9+Qbz93neJvbt3iV/8/AlyaKVatsa6etEMcY4UehkbPzubRhfQAyvoIeTJOp3u6BRbNm8WP3/0EfXgnr3C6XImPvKRjxy69dZba9HmCUXlob0777yzeODAAXc0lc9BWxrbwggyM9zFuFROPXw6VGjEAsVXir+2nI7CblrsN7jmoptZg1LzglSliG4FOVzSg05qXihxYjEGgDtrAtCF3HXsLE5qnRRrVq8QyfY+Bp3JP3RJQ2BvcejkUqM9iHSIwbku1tLj+8pbfkQa35EGePBKjqcYNBhacn9xLx39RlFFikbIYaAibS106S/8KaRscqnbU4bOG+yxlhGv8TBRzNHhJniWgDeVK8Rh3KCNljJhXdCAIbVcVtYLogrSwiYtbdLiJl1lfyfIoCGiSLhHjUUHxSyPE5shcevrLNsERX5restWVGpKbwYKXD7AW6LOhI0PL95EdHwztIUJ68DvVPkd+cyTm1yQ4xC6dPq3ZDj+Ss/6sKsFGvmXDAyCGUMRwCwS7wP3dtBYVzuHUSuywyNS8bob5Qn8MPQx8nV5EMdgztP5do8HgLdGnC1Qq5KC48zS6Wnxqju9iCOmAYJZHIYKhWPxoUQykwB3ATw8pZBIZXGAu2ACyAfbJQUWTsaShtIhFMkFiUwCVTPe8VQwJDOM0JCD/zY7VE45pbwnZTjNkO+04DCRDf7UV0rgCs0S8sf31JFqBqeCMmsWhGV4WKWSIBaK+JG6WTWD0BaTRTXiypP/mOpUDeziHhOCAafECXqpaomA1yDl/gzFx7/738oj3/73lX6X62VsCG4AEQh4dbroNLlar4SAsBrqOtIREbWJVLrmvXd/qvCpD/2mESx8MLco+iLXKGPKD+MNxvXrNzUPxs6dOXjw4DRYPXOC26s+9tCDyrYXnhc3rN8g7rjrLrFy9RpxJ8QOBkOD4sEf/RDWAB8U27Y/CzneFeK6hSsl8G1pmS3a2uagGWIbWs3KRYbTZcMiywnxGgMOmp2CnO2g6Ok7K00FPwNtDWEA6Hd/4D4p7sDCYR2Ev8PNmhw4fog0+fhwlMHlZH7mTDsOwf0vLLI9K7dwZ0ybi7g5GMCIQKxiB9qJCYfPauU7Iw480bAFDVVwdWTA4vDAvj3izKlTMs3TJ06Kn/z0IdEMFWaLliyDHt7rcfAnAJrJLiXDyD98xg1VjPkBnlunTZNl+c63vgVAnRSr1twoPvqpz4rNKNPundvFqzuekdxFtkNyGfkdrGjTK25Ygzp/UKzduEH0dHXgYN4R6AlOwqAFwOzggEjjnkxmaRwN8SiPiQUg9CYnxDmYbD6wd694des28SrUqnV2tKvQ06s4nI742972tiNf+MIXXNOnT5sLGnFvg2aPlTvvuKP4z//8z1CVbAl4fM7eaDhUj1cXLNYwTAjt7nSouOAbf3aPuGfjLHxrLKi5FwMKpcA9H4qkrz/eHhLPvHym+MCTh0SkOyNscz4gwS46nqSHpmqMXFYCUosUdyhA64IaOyRqawKixmc5nmzfN2d0voqaMxVScWFpWIlXbB3D7WV02NGv5HgoRzRykhmPP3xVrXkNRy8lSVPVo9MYDkSQjIWzLaj0hc8GBTSSXA4XzxXTaNAuqJSkCBY7AMqEC9oGxzkuHGlhk5Y2aWGNi1GtQhXlwW1/31ljOhHNW1xWjP0yBMeN8QeGy1GRaprXDAUuF+At91bZB0vtk+1ZdxVNVveqXq9SCoz+Vnzm2EONDVhgS1f5bcvVqPze4wbQQtpxKqgQTiTCsX4nBB0wWMlWU0oG63iABY+3Ds8GEYLFHXJ9tfFR42hQDZPd4VL8dQ3U6xjAxJ0kS5UAouTKVQDQTECNTU/fUKw/VyjCLk9RSWbzjoKacKlqypkrFOoRjQAWDC9AU7vd6PB6pTUpp8sLwwP4gVtGMQuXzyefkTc4cm4Bq0EaFxZWUW02m4rYKvW7chtdAlUQSwJSTibkxNJoI4ZlDbSh1gSrmIU02QrOR1r50Zk0gmhzfbku5HBIh4u8G66vpBENAdz5oU8UD7/2quHsgV2tM2stJ41qfhbCcqFR+nI6ia7KKzQy+LqP9yQLg9Hk9HWr78z/2uf+AiSFCq90UnJ3Jiu12+Vp+8QnPgFlCcYd//Zv/zb75MmTLbTS15nsED//2SMAV1ulmd9Fy5ZCxMAHHbd3i2NHj4r2c2fBSX1VHD68E+0uCCtq9XhfK40q0MgCePdYZFF3bAIGFIY0QwowY0yuaA7mg9sAGH/pV35FvPeD9yGuX6rsovzuaMfPRVhER3niCAwx/PiHPxTf//a3gJ0s4iMf+TWxdNE6yPLuFB3nzokT5w4A7EKtFvpeHmquZs69A4sgLJQQlxbMOkNR8cSjj0Ef7wlx04aN4rO/+iW0A1W8+Oyz4jvf+Lo4tH8tyvRBMQtc5RQalcTgiMsSsCfRLCzL/v77PiRS4Bz/7KcPiq9+5R9weK5F1KJvWYEnWltnwrpaUEQjQ9CKEQPYhbo1p18042CZC/3ghaefEg9h4dDV2SXVrwGwinvf/z7xPgDh2TOmSdGLZCotjWScOnoMND4sDh88IE4cPwYucg844yFpkILFmjZtWufHPvbxE1BFFpw+fToBImxiEBcRkCli/oIFBmhuYH3bPCbrUdChjuJAqM/rAjuzawznPv9XP28Tf62qy+c3KJtWtok1i5pES5NH1PkdYvGcOrFsXr3hT355nTjTFRa//ne/EHu7zVuNgcU3adoXUFK5/V4QhcRZUYydFjNboCu8qWFLJjqwDm/HgF34iS7DfCgQ3ilVp3ExMLbFMNT5XGUs3Fc+VkadyJ9h8I7twWCB+rjkWZTpkjoOVfL7FA1G1ev3C39NLfFCGYswgBFjZhQaP2hhk5Y2aXGTB5j1CnHsowAM2ObFvr6z0LRc7LIqRZ82ECJY1VUpMA4Fyo1snHcX7SXnXbbakpusb+lhqterlwL8lON9Qx44LqAFgekkXcUnHy/8eElIP+gbd2G+hgGmDicnUDmplUcuTnBFbGH6cQLdjRO7ONEM0CLDICyhIDkCONCh+GvqithFrIXi9YOQT2DaCjinSYPZfqo3FB2MJXOWVH+svqDGgpjbWxDJ7HR7DL5WHK5paMLA2iB8kA8O1ALg1NQLjz9IE7G0IKXCCpBqBheLogU8WEfZRQJVyW5ibcmvllnKyRhPgEXsCPI//8AHl5KHnLTzVCdU4vCVwTnDSWqO80dLYJwX43tlwCEJ1Dcb7v3U5/P/8uUvzYjnjS/V2o0t2aw0uMBsxvsm4yd25X2LNocjdXYwcw5gd838WYsKv/elfzAFfXXgOkYA8CYfukr4UsG2/PRf+qVfMs+ZM+f0gw8+2P78889PO3vuXFMSgI4/gtujhw+p06CP14ODbKAZRKO5SDGKWCwqIh3QbXvuONqACQdrsLCBsQhqCaFoCUUSqJ/X7rCJ2voZAiauxfQZM8UqcFJvXL9etMCgRBbfDNpWsZgBAbVmUGoHGvW1j0B+ryZPfAr6awkWZ8ycL2bht3DBcsi5+2Cl7TUA3x3ykFw0EsahMI9wQM6yqycpIskzkJOFGeAXXoQYwKOioalRfOQTnxDvfNvt8qu1nz5F8QAA5YLYeOstYh4AL1tZJaRi/mxeVojPLFmySHzuC19AXWZIdWAnYFTjHNKXOwjYTaDZ40wmBdCPw6HoBznILA9BrzDVwuUwKNCgBBZ8YukKcMmXLIHRiRtwEC8lnnjmOcl9bgf3thNyvZ2wLgfrcLDI1kkLa+zTam1t7eCypUu7161bF8YBNbFq1aoWyO9OQ/HKH5x9n66hoUG5/bbbCv965IgnW8RCVlsplyh98W3bYlTa5gRFBHLX3lf3d6m7D/dCxzPkWrE+PfDQZ9H30e9Bq2Q6C40bLvG5e1eKX/vXXWaqr1EAvahLV80MQV7rtAqduUoTFB44s8kNUJVMsDuhS2XUmQaIM0CYG3tLEGco1XPCCK/jhb5oGD8JtkdU0OymmI3a7mrb2xo/t2z8sBfui69nwHgKW0MFs7exBtYGAawBZpFj+aNR1puWNQd6OsS8OZvQnhxyp6CcGz4Ax+IULHTCUqcBB+n6cTa0WQqAlwNVb6oUGEmB8iAy0vvSPel9lo2Zv6p781CAIg2Y+0SZBVD6wNp0pNUTXvKRE2ylfyUVYKXICw5VPDQA7m0+p0r5LWyT6sMfV/Z2nMonh3UA1taouYHyqpSTKyWOrV2oJmtoKsD2OsQPlBS4rrGecGp330CyIZtPzjfb7CYPTrpPnzlXtEAGuGnaDNEAZedBqMRxOAFqyZEFV4HpMk2CbHLHcM+xH+AVI7/0J3At8qA0AgHKcObTHe4rnnTfCa+y7MN/tHDoMNJrvFh6Zxrv3Th+AP0AcAmx5MZNxlvf/UH1yR9+e62rzbfDKDLDMonjxLsKvEhGQ+dgdmd3OL2xsa658Pu/8S/GWdPnQ3QgfF6wq5efOwP4Porb7W69++67W3DI6ejq1auPPfXUU7179+6tGxgYoFlhZ19vj4KfjEaOPMEawLbq9QYkeEunU1jbQGMIFlY8rMRDc14cWGtA26HKrEYcummbPl3MnD1XzJg9U9QHfODdg2OKFLFXK5Ga/pl51dtI5ZXsdjcOr61as1rs2bUTJohD4qWXngYQcEirb9evAKf34FbIEh8SKWhxgOSNOAEjGR0dJ0U83SdO4lDdAci7eqDx4b0f/oi4A9zqLBY83eSSoW7U4ABTx8IPoExEaAZQrRz8tTan/fWg/mvB9aa+26M4fLYP5Tl86DDyPi56seBMxuJo/9BTS/qib7KfgNByEVCLxSIMekDGOQDg3QSuuJuLCvW5Z54Wx48eVc6dPCl6entho4JMPYwddnsKC40kZK1j8+bNCy1fvjyGb2S9/vrrZ8G/SQYa5w/7HcV+NmzYoP7rv/2bmikaPH6nYzCbTgIxnk8eYGyCqIHU43tioHAYA1AjdgV8Ny1rEr/62QXK/JlBEU9kxQ1LWsTAUEJG5nprqKcoBjqz4qktp0QuFZpugdq3QmoA+nQ7hCnbLbyW4s6WBlhHE2LD2BzH+hgSZwoGZwsGNo02Y0NcYR8TJATMHqW3/Wyixa9ckl0hthS0MiWVL0ZCiYxrOixk0lImVetVDm80lkHLmlGIBtHSJuSa0BcjXBRJIrDJcdEZj3WqtNRZ47TGoX/dx3GZ6V9hSlWzu0YowMMzcPJPuTFdgrJjKNSc3vL0Z/pKv9ILXirfabGqf682CvAb6d9SLxvbDrm8/Ni819qS9pZhJdOTEeEwOCmFDB4wYOnpEKTKicsggm6HuXdoqBvppSGy6pJpcWzjAEetDQ67R6onC/f3QP9nGiIELi1h/CXM5KTrCdYYHE6X6I0MFNoHkueyqnljy4zF4vpNt4j5K1aJFgASN07HmyEzS84UdZhS/pCTL4FRAdvRwNIX7yrqdvGJXLqYknbQIQeAptxx38cLh3ZtN506dTgwr8HRXcxnGpETv47+OSbMmN9IutdZPy2ZUlrMmB94rJNlyhndm7vDQ+tgCEL9zS/8nXE11GFFoI+Wh1Sm4phXAUpf0dpkJqwDtsXnQRa07UMf+tDA5s2bzzz55JMqDFLU41BbHUwNmyDuYKS+3lQqZYjHE5SqZSGh5g3nD5Ev9LSKPABvHhxN7DLIhBkmix2HOLjFPVAXdvDAXoC9oNTC4JUiL9AIAa6wDfLZZpghtgA4U+aWgJg/0gDpA20pwge57o9+7GPIpyC+9fWvi/t/9B9i965t4m1vuw8iA9OhiutdyK2AfM6K3t4z4v4ff1WqctIWhA4xe+4ccc+73yPW33IrdMKGxc+3vCQee/hhseOV7WIBNBp84CMfhljBDBw4zZEu2BCWCwJJTh6cY39lP0rjmpHvhJjV1oLDfa3iZqhcgxw0rML1CywUYABjSOrojcBgB1SGQd4SpoJBlxQMBYTDQ+rZUycgW9mHA0VhkYQfRUnwDQrgjhbsNlve4XDksVgYhLaFXoDb9KZNm1wQT2gAAJ6PAvHE1qQfmt+TtFu0eLFh9uzZypnTJ6eD995hM4ogil9i8E/eUhBOgtyeqPpif6KwoaHGJf7kCysX3HnTTLH/ZL/49x/uEl/46ycxPqhi9rSAePI/75Ob8cloUfScyooMCJXCmPHo9sPCHFwXz8VP1qmx48LrcuTbankw1bAKeYzbwcp9ShZREacys9Bg+2EUXeN2ompvsNNKboQGiozVeNNJNTqmPHodJujHY8LTQ/82aAmJWBFDNixk0lIm24dOKZkeVmXSsiawPy1tyrzYqUuEIXm4wxYO9ytRWOq0O8zFI9k02g3O+5bkhy6kXCzb5XI6nZj+VMpUDo+6vuHNAGVmS5AT8hTLz+CVTq8P6/5606pM90Lu9XxN3JrlIRd2ap6U1S1YMTE90OiEKz+aXhk9DOMUsJvL1b90+hfDo+5V+RVLofTo1etVTAF+K/1z6sXkOMVDHXKGKb3Uw5BPoQ/cLpdTJDJhbHlqivJL8dGUlAIOpzgKWWM6GukH9yqmWC0ePXmmIGW3LFYHZGf9orv7mOQwOcCpGnYIg0L4g7UGN3SVtg/03eQLNIo7b/108eb3v1dpWtSoaEAlQ6AiAYuMqw8oeiGHE3zT3JFjnYLqrpYZc4xvu+8ThW//7Z/MC2cMm3Fevx6VlAuO0X24svL8lkYcgMNAITmc3LKeyOnjwkTpUdsEOagkN7eImZbepjgOwYGJqhoLJufLJ7vCq1E84xc++Ufints+CI5mRI5TbA9TcQyVxQJLT58NrRTPAXndNnB83TfeeONQb29vtKOjYx+MGBSPHTtmxrOzs7PTi18QQA7HvosGKWZDjiSSIGOfwA5W24potwLhVCs4vibQCGAcmpNwuBAiDxB/UXhIkWDXiR84nQrlFQmCXR43/JxS96gDltdoMIKywZQB90KsYvmqVeKDUob2x+LMicPihz/6GrjJzVKGuK6hFjsdNqm5gdOhEzKyHqQbqAlCawK0lEDW9xtf+6o4C20N53DfD+7uzFmzxW1vu0typg9ARjkRJ4cW/RCru1w2g7QA3gDkc9AGgXpJLjbVtfHQUDadUtMSyKakCEgcYh7xeEyFej0AvhS2lJMIk8E5LZmewm8KJSYGxqXICOcT0EWFwYgEFhx9AKeDALbJNWvWGCBm4oQIQwCcXDeMSnhBWm4W6d+p9LnGv+ifE2ka1q9blz9x4kTA5vLvL+DwK9pQWayh4vtroAnJUSQhnFK39MRhf2RFq/jQ+2ds8Lpt4rXDvepXf7BD+cOvvSD8XhvGlKL47HuXid/++BrQDlvsMKvcexbqyCIc2cBhRnv+5f96FKbrVr6sFjJrLdkzUOhr6oLgaxOt0+HAqcyTtEY5MERqVWPZ2UbYH9gPuMBpKZyNoKX52qkdodxqx6/7lfKVW1uQ4w0NQVewv6LfoxoUOeAvj+872ZjAKuv1rhwXslklDk0ls2ghk5Yy2adIF4bh96FFTVrWpIVNWtqUTAnQRaMgKKDdqLTQmYiFi0Wj2ZozSlG3ohkfhmkRRHORqreV0o5dOR+mwcUm2wjxj+70cujPvNIP/6WTOxv00x7lXxlHfuXSC35w3HJY404EysR2KdUgsl3R8X1lGvRjm2HbIA24m6QtFBFOGx8ZRCs/0qqkp3yB1FhGrb5gAlXUSXs/8q825nJ+1cozpt4sHArJMnHcZn5yzObCA07Lh0FKzxW10cvGegyP+TCsgmeeZ2GeelqV+bJMTI3fo9JfZljxh+9YVxZFz4uvGXcETUt1IP2Zr+mLn34vBluz5IYMQBfloaNnRD9W7+ykDFSHQxdOyKjZbDhtikL09oewrZiQkx8zbW6shZocj8yI70OhiDhxtidnjOXE4LkhaWt9RAFKBRrtx8JW3dVPAa1pa+XkrMK+S7EG7sLJb8o/+OnhONihmRRv37hKTKtdB/VPUXH8dAdOxUfYoLE6jzOm0Z1U8ntO92KyjBj83tZyo9UaNbZLISvJg2vHjmwXkb6wqG1u1sIgI62LQL8pJqIM1NwC9Bbf84E/VhYvv9XgrIFuUsgXskBaJ0F50OneSo6ckFQiLm66613GfVtfKO54/qnrP/2uNftntwSX5sEF7erpF+1dfXLwb6zHoWxYuEpC6b8FA7Xb5RD1dQEcSKLp3oxo7+yDwYUuOShzbDCAazk4GJYT96wZLXLMiAEM8Tt7PPLQtAhH4uDQW2Get1H4fR62CABYnMxHnh1IjwN7dz8E+qDmYvGypft+8MSOmRhL7B9+zxfUT37wNxQaYuDHZrwLcTSKwMGQ3113eJZNE4OwH2CLP6j/WpQGABuEAxMzkuzv7+8ECD4rOZmRiBH3FnCBbXhnhQiEDUDYgasDzw41HJ5SYwKgo3otFZxNqb2D2jooOkGwDHEaKRfMMDa7XfEBwGaSMFULiJSB+eBw+0nRjp/Xh8OTALVszJwIzTi8x8pgCx7gMyM6oeFhANoQoOFAgk3WmeaGs2BF7t21SxzctxeH/dIiDXlZAgimoYFeaLzQ7wF4CcCoWSGVTsJca0ahfG2OP7xjeLwfJigzqXCoXxLgPtECEQW/358EIE0A2GagIq44Y8YMC7i6LtAcqoNravFdytJQTILfhg7+E6avZ8UgnDRJww3QCvGd734Xulob7LeuXIOzAEO+UDiqst2Rs54GbeKgZ22QOokbEcea+ON///m69SvaxJHTg+JUZ0z4LIXtRzrji/OFonPBzBrx17+6QSzC4bT/uH+XmPuO/xJf+9W7xbRALVogKI4mRKD0pW89rPbFLFsUy9C6YrpbvWVp085an30V+1B9bRCLEbtcHIWGYrDQnIfOaC4o8qKxISiasXCxo08kUK7NO09seeKp3evqKVVNmX7J2z4vCXRSXL4r64l1SBbMhNrW2Zvnt7g2cn5vAw1nTW+WfToFOeZO9ONTZzvRNmjm3SQCMCHtctnBQCtAu44LbdyE/p6UY4zfCzl4iO4c6wgnzmw+5A7WNlCWQepk1z+71NCAxRQta9LCJi1tagfWKquKbmcoqLDQaXDbLd3LFs2EamojTHI3i0bQ3ohxKQKccuT4GZStG+3ALHxYaJKpF4VeXxcWihyPagNeqZ2kf2AIcug8hFnATkZCjl38jsQ07Z29AP0RfDtNXsLjdmIBABl61IOAOgzDLAMYA+k/raVBfvc0FpGDiNNYF5T5uPEuDy0ffcBWnd398kdcVVcbwI6PAl3CMbZL0dpUj3bqlSAxEo1DA0yPOH6qQ2IyamQh8IVKTFmfulq/rBMBaTyRQn3jcuHKdsbdpNoamOlGehw5hyJRLE4zsr2hjYu5s1rle9J8ELjv9NkuzL1p0YR26cU3Yh7dfYOSPvPmTEc+KD++J/1OYP7mYmcm2gDz5lh/FuWcjfGf8wV0yEPrSg/GOYtoaayT/Y75hFE+4kgX+0UGYz7SOnmmU/QPhLDQd4FOTXJ+oLhUTw/6JeYZzhtN9bUyHr8+54oOtDfSnPm4wUhrAQZlvhmkmcLCiQtJJ74Nx7c+fFfWaeY0GPVBWqb5c6eVELICBemtYuXyBXLFT8DLSrFxsrD6SogDITPiYANv+Z6Vlg59ldyQwyc6ck9vO6wcBeCVAmMT9F0Er7prmAL8fvy0FANAcym78ufGDbZK2XyKWBQp09uCYsa0ZrF8yTy5oGJsvXNu23fWtOfE4+l4YtBGQYdhlIIpRsMo0p56AQdlBs8NiFnLwD2RuePwAgbUZH9WbIay/L6eM+Jd7/8Dw/z5G3BgKIrTES60XbTPcqHKxXzL3BDwEtDYIO7xjk9/UTm2f49r97Ee9WPvvT2Rz2WodMjAAZpE4sTADyZpjiv7OFfb8lvjYdGCWXLQ0VbumJnxnoM+w3CgoWNYxi9xbeWkoZNf9vnS52VaHGdgfawQCkeMuaLx3N9+43Hb4FCs/taN96q//rm/UGh4RI41F/oBUVbMmeBgqhh49dxRXFZOcyiidHyyAJw181d6xwvZHhg/szEA4TBAbwIAOAaQmwcXWMWzEc8WgF8rOKSWSCRsDofDZgBhE4ChCfHkFYOuCQDRCD/zUChsGoIltvEciiVJg3elq4LFg7bzxkOSdLFoDFzGqLyf7A8XdDpHhuP2kUOHxMH9+0dEQc11Oozw5wPLgu9bBGeWGi74A9fMnMNcUPmcx2GygtfrzQGo5wE8cx6XK93Y3JyZOXNmHoDWgJ8NINcP+VzYMTO4kbTWQNikgCTgqI5Kzx+3ww+652RXxJevly9bbgCwFrv2H5/18Xtv6Llp5UIf2hXEi2F8EHMTJ3gerLOBi04mDmI5N69ZKtsVwc8Tm/e++L1HX9nw2fcuF7/64evFC6+eEX/1jW3i4PE+aH0pii+/f4OogZaAD//9D8Q71y4U716zSPzGdx8WXX35l0Qxs+GX37Vks8c913jnTYvWsUxmzoeoCu+RF0Vi5ARpMJoTqDK5jzCiXoQ+GiqUEMrm3adxfrUgwu5mzLngTE5W6df7rtS6ppYM+jUO4dG8ss/nMnz4vXdIEEsa8lOxfqzAIljzIybgM/s88QDHBzyWey2zpQgZ2hK2QeC/5XDetadL1DQ2sp+hoesFQ5rYcc4kwtKyJi1s0tImz22UyCjzYZ/IZdMqLHRi8RAMf+jdt7lroEFDH3NYP7b9ZYvmAAwm5djEXRQCWO5ecDFvBSdVdyy7pjqQY0ZWcgMtpdPYBFnULELAR0ega8VCSm+urBfzoB/fsdKsDjm5bH980LjLilwsrFzGBSsOQUpuJ98jLMJorb/EcYVfU0ONWDhvhrh5fU6CdObH+hGMkgtMgG0CsGWGHCPzAOQE9Cks8CTow+4RmZlMn7iMYzQXXOgZkolJBgJeyW/E8Z/Yjgdw+f1IJ4o+6Zx8nTs+b840sQ59h/G4w0FH2jEsVRPqjnMCy8oyMy6dxJC45RkYVlZPiwtw1offRDrQj/mT5jx7YJG01l4xKe4GsI6sC8SjtLogPZZDy0nLizFkHeSuovYeA/PI7sUCsmFwjmDicjIrFZgJ8D0Lpzu+1xuC7gd5TXizHY90emEkhUe+qj5dxRTgoEZX/n7aY/kvmRJoe+OKrDAQmj3G8+GtL7YhrZvJwQP9XhFBrxvzqTkRHurCCouzMRFAKcdSQ3Z7amWe/ed6ocAdndFNOVwcLotbxMGXdouXnv2RmDVnpVi+8h5ytYSzBgYZCBpKmhBk5LfoHynaAC7v7MXLKc+r3v+1v1/66HO7X7rthnkbSF4MkFxmyInrfCTSBzFug9Np35NaBrRnzRN/S5+Pn7tiCJGv9T/wh1ynYgwEgkN/8W8P9x860X79koWr1N//1X9UbFCDlcmmEVRvgXqs818Zg9oE0nHoiAVXYRyHYksnX2GwLJVWC4k3nEmcAHp2aAMINmoTM2c8cutgZCTLH3BsjqA4CfAb6erqysCqWB6gWAXwNUSjUSPuzeAYW/HeDj87ZIWtCG/GBEUgbEBaRjwbkA7zIzGJBlkwFdmANNDDDEKieNJPFouVQ3GlH6PAKi6jlp32jt+FwFKGBs6Q3wncMxUTC6z/meXATzCLDlhA2CJAcgFjfx4ANgtObRac2AzEDXJ2hz3rcXtyTqezABlblT8AXQWHzIx1dXVQYmK1OSBsjXhBiGfgESotwFzGj3WCrmqVgpUsXrmcyFOrL30v0qHMMubsObOVG9asyf/o/vuDHX3xQ41B9zzShuMKJ05y0EwAIhrYGW6jx8/2Hvr/vv3Ywo/efd2GB//p3eJ/Ht4vlr3vWxLUMeEvvm+VuHvxIvH/HnhO/MODL4mWoEe8Z+0i8YmvPoDJuLgLH2r9M9/+XX6HjawfQQddhoMhHPz4IQ39Q4nTT2493A6OswWTflFBV+PkzyC4qg8+9comLx5DZj8/Jr357qpwksZGjzh0qq8tnc3n8NXA8c/RGz+CCNms5H3pWeOEjqsuAfNAEXENxtzp9j6FljFpIRONdEQXJ4OCFjVDA70w7jJPWO1OkQS3fngYILA2wqRwVKWFzrZaf6wm6G0r5NLAKyTgMP1IZor9sPnx+9NxB2t0W6A/y0/HXRF+T3IM6ehPjjALwBBUi1mJi/ieHFzmUTkG0p8L+vGc/m6i9zJOKSrDcmdMdziXWqoP51QtEIIApGO+w4+gmzVle9TrwLhMh9pnsLEP0DgS98lzBaBLJZ6jn6QTztBUOqZDV1lXdufKZwYprQ8qo465ZzguRAmKK+MzIAE0vwMXHJWOefF78GswHhdbEzmWlcBYdxrrQH/ClRnwN5E733vGQwEg2jOSg8AU9VRJLoxB1EJ61ToWjeV9I4p4IfnqNL0YQk61bno4bTgfzknSCH+4iJVTW6kweng2o3JT0j0RdFT7UtipmjFLuezW5GBfR1DGYU8oR9YSdkI1GQe6yNCACJ1IClsdVspQKJoZyIkdWx7Dlk1ErN/4UXR4t0hCL6oVunGrbpgCclCCzOVt7/2osvO5Z8S3f7p5zg3L5px2Wg3TuULF4DAlEDLq+43+nlqGFQ2z/BmHiyLvkI5c/OfyauK/f/rcwa27j6xraZxe/OPf/KrSUNcCUBEvT0Kjop7/Ecsl7E6KRBjbqjVTCK6P4giKcknHWCWajKALuaf8UTyh5FRwMXM4gAXmUDYDIAvGIPg7+AHQ5sEFhsKEFM5aphN8RpgCAC4BcxHiAkWAZLUbltRwT1lGeYAH3wPysFlwuAtSzhppoZ9gcacBWEkXfE+iYLUMZiEry+dS+eiv34OzacazCXK+PgHwrgDISuMN8MdaCFMb0CHiwZYEeDpwAK1GhDHh6sQ7L34MVP4xDAAujLsp5H7wN4JGOmF0+vCKsBWjwKgQF/HI5EAfABqXsuaGNcr9Dzwgduw/abp+fkMK84sD4wroweUzE69okHi6+/P/LDasbFuw8fo28bff3Cbuu2vNCw/+4vAmhqTBic/fvk5856ld4v2Pfx/tMCd+5z0bIZ8bEB/9xweY0qtP//dvrmZYfhPdodHot2xDbNtQy1uMfvuhl3peeu3khtY5C8AxM4NBlEU8aLcAE4Cq4nTXYsiKM3gYMynrAS7JFWWsKOf5kmSNjDChfPrc/mlcONCNGiWAV6lfUas76V360mO+NenDFgB1bnGIM9loKMjl8bGNS/AiE8cdFyq0qJnAIUla2KSlTZASmEFvYgxjgNhOBOKVfaJ13vQ0wC70qJN1KLuGlhT+sqoEcZUOzP/Kx/K9/v30q/6CzxPFYZiJ3o9OR09Pj1P5PNm9lv5wOxkvLOupVR/kGi8A/JgOw+FuTAg5EGsvy+84L4/nxqvX6LCjkhovGenHcOQ4j+cq+1bley2v8ctWGY73o8t6WfoWZHfk/MkM9SbKe53OYMqJIWw3khs/VcLI+FfwD3srSTqm116BMlxIvlP77OMXeqp1O18eCSzA+BsdTn/GIEeO7fiFKPnWBTw1Xo+zNxLuxWSAAwz4p8fnKEkuAJWPm802rP77RSaaF7HBFLZB7JAb7xT79/xCzAR3d/rs67E1A2tYsDxmdqF5X60NbFJqXJ6XBAjctnLBcMa7PvMr4p9/5/ON337w+S1f+uitM0CmMrkvT+4jU2V+GGSLgFeGR57dt+PR53atrwvW53//1//RuHDe9Uo8GUULGDF6lBPgpHnezypro4hoKCfqcrBuByWtU3XjATMMnJPSB3GggMEAcVwa8h3psPVf6QHbJoU0AG8S2BfnwbKZ1tbWNEQkMuD+5gGMCYZV/giIcSWoww4JAJIGeGVa/Jac9IE7+QM3s3yPHTiLAiCr4AqGrolXA38omwllMYFzawKYteCdFXH5g5EVA5Eu5wOyw3XRg8pyT3pfSR+WTScXaUk3aeSLfMlk9Xygr9fQ0tKsvvTqgdn3vX1lX8BtnT5Zsm6nva+7P9v35c/cvugj77wd5owHml89cCL/O++/0fTqvm7xkb9/ALLO6CsOs/j6598jNh8/KX7r21vFo//x60xWgt2J0tf7EoCbccvOE3s2v3p47b2f/pXc3Z/4nApF4YYi+iABL7eYqSXmV+9eZ4obHaLgnCPti59nqJwo2yn7A3ZOOSz2CGD43CMH98c3H9jsdsFAtd1iqa/xO1ub6/yoTADLOuzjj3U6HfgGn6rUaxUebEyHIgmnf/Z8YfO4scDD5FFqIlpTAeCFRU0uCGhhU+vsI7sfwsGccL8xMtQnPM75MnOOJwDllwXTjK1d1edapMBlaRzEuzox0Exl7+LUZS7NX1HsUm45cyHdTk+ter3qKFAaO3U4wHGrvBCvKKzeDiq85C3icSAs5jLJgMduOdUT6cUWBoGsi4JH5eAwko7DC17I8zigBmkA6Iwy5LRYZsSJ9D2w0NQlNtzycXB7/DiFHhFWaCI3war6yGGynNxb9obAiKfrl6/bqK6/613Kc08/vHTTmoU7lsxpXEVODSfpy00cbSLEPjdA1qsHO7b88LGXV9ksdvWzn/gjw8033aPEIXrB+bE0B44oju7Hq97mRgSofACXNxUviBhAr7+eOO7iHSbYUku/+DRKMSGWBkEbo9GtpxSAOd9ly5bpj9fkdTR9Lh25JicH2zNB79Kly5SlS5bmH3v88dr23uixgLt2Or7YhN/s/n/8fB1SrhsMx3s/9Yffqn/nzXPmfOyeheKXv/IzCe6Y67vWLhC/dPsN4s8feFrsOtopfvj//XIPvBv4bjKH8kBMRDF29kdP/uDRra2zllxvvv2DHy+6fQEDjXIMcyqRimxWWKzgmqPBCRitKE2Zk2XxOt9NdVREOABzxWSXXMNv3f8MBRJWY2WUg/xm1mm3phwOyxmfyx5vaQgmm+r9akONz7po7rRaqJlsgMn4MYs/1E2Np7LJwXAiMJPW+yx2JZmIyf7OSrHdUGSAFjXJLuNBZS4Myh+FYfgPn30o2m+A7rdEU0PACu+qq1LgvBS4TIAXvIgKkQaOOoQurX5FdIRVQcArHV9Mte+VolQvIylwKck34ewwMkv5xHwZXo7X9MEDn2swxAXw0+V3ZPmwGp/oQyM+DnCoBQz4Br/fnT58oAdC+XHFAis/upODIAZeBzi8VosNgDYEDkke28pmyP2kYJr0JchQBaF+6XpMflhrYYA02SGzKA8M6KlUrzoFCBDAH1TuAcdpz7bN7vsf325a/jsfTKi5LPfo2VXHZ63qCVyCK76p4XR37LV//s7Pr4tEY87PfPT3ih94x2cMUGklizBF6YoJS6K3Ty69B7qyUPgJC3ng+lfdm4sCBLzglGOh6xSrVq9SHn/icXXngVNiyexaqWN3stpy4fWh3/l6/bzpQfHjpw6LUx2pXd/48094v/BX35v9lx+9XYQiKfGB/+9/xe996q5X/vZ371uDtKYAdiGXC7AL9XSZJ1480NUbTq//rT/6Yt5f12SKQSdxSXa3XKzO0ydOoMvNdmGZGUe30zH6bOdJcTIc3DunyR4/1gubw/nuAylL28ZyxNdzg85RHrfHSUfvO5IXgS6DdSlkVhTxtns+oExbf4s1MthnD/X3SrGDwb4enKjvEkd2noYY2T6cyFNzOAyW8nvsvTOaa3oXzmnJ3rB8frAx6JwJKIvxRYXGhnR8KJKA0ot6yDMbpMgOD1pyBcsrD9jSoiYta9LCprZVP9x3OR/wjBAscwqPyx4O+jSl7KDdcKBx6lX1qlLg8gBesHhx4EJrfPiLdiwPNdUAw6ydARUccW7laMQvi0BdhqZ6GZKcWovRM9ZHjqnFGjeUntS4L8/nWYpMuDnCTZDoBN4jouoPHFrAXIVMmnalP2WyfTjz78R6m2Ir/O5c0MCbsoV61Amv05rr8r/YfkhNJqOK19sMDq8elIdPCjhM6YQKJyf0gA7hQFIGap7sIpbsFWdO7xAtbdfBwtM0yR1mLIOlOvzp1BvvmoXYR9OMWeKej/0SD7AtfGzz3lfeftOCDZhIChTUHC/OpfJDU1DiGXHyr/79wZqBUMT/jjs+XPjcx74Mow9Qe4WFDNDC689Kb/No/LGhHCxiZUT9NJtsj2yQVffmogAXcTBHDM0Qtcpz2/bN/vBdqwfsFmVSgMp2+PQ3f7tMiJ6BSN0ff/XB+r/5/C3i3x7aLjp7ouLJb8j3BLsX5HYcPLf7oadeWXvnhz6pLl67wUiLh+xWo8fBr/zaJ2ZDO4gUV7H1PY3xi/K9RXEU9YE4y9J97ZIlpIBHtNFuOXlSbbl51gUVZJzA1nzsmDfX0+W3JBoa2/zzp8FKRt7mF2e7Mq9sOZJfRYhLCScz+iKXv6piEZ9ZEBBHtvxs003vu+/g6lvuWMjuRfljio9lUmnJpR3s7jL0tJ+xdp09be04ecx36NSxmdsPbhf//ePN+WlNwZN3rl/c8+7bVq+Iwc600Woz1TQ2Y1ECEYRSX+VFA7zor7CyRsuatLDJsX/YERQbkXdOpWVOiKbEAz63d/h99a5KgYkpcHkAL49r8KA9HEXn7MiFeIfnhbGYlpxeiKZJ0Ftq6+OWcAoYaUw8mekY31Eek0znk7walcjEj1Mqw+jojDROxHG8ZMwx/mM8hjMY82qMx3BY/e58QXh+gd+HVx0e8Vty94kHQKnRJZmVqWEMw8lkivGex9X63cTPaRxEsDc1LmBy5Tjk3OLAPOR4vWJosB15ZIQLA19v3wmoahoU6zaukIA4CTDMSYUReb3CoqnnqeHV85oy0UVYiLnprncXtjz5mPXx53Y13rRiTrvHbmq9XKINmMPlIaJcQRn886/9ONXRE5q1esVG9be/+LdG6qNN4kAdtvonJRIXUfq4wCufJ3V4Ty5v77m0sDpge7SWJ3+H05g0bvXlNUEBthn29TVrbqDmiOKWLVvquwcTr8xsdE0KeEdX7uO//81WyKeKn24+tSPo8Zm+9ZefXT46zGTPevuOJbPd33zg2UDLnPmmOz70CSwgsf8PDQKfWnedjE7gS6MklM8m91Ke1B/VkCmA40T7TqGprlwxE9zTtDhwrHsWOa00GS43zSoKU5pupQ/HPmM2fNie6ul1pHqaPfnoHEh3CbKgCB0xx81FGeZSbCyRc4tILCksOAlvSg6tvq6hfvPRXusmFE4sMvSJ29qGxC96sFjEgD6QSYn44b2h9Mx5zEIbnFkXcNdpHriuqU0sWnOTFEHIQX809Z93nDgmjuzeYdr1wnPzvvHjl+Y9t/3QweZ6f4EWMd2BoIGHpSrHaH5HWtKkRU2qI6OFTS6E6U9HMnH3J5dPQP9rN3S0emNBr71VmpsfzT6XMap/qhQYpsBlAbw4tEbEK7FjHMC2PYIOijw5N/Gn35O7qzXj4QJV3pXaeKXX+PeTJTJ+jNfte1myvIBE9aCk5+VwevoTpS3zxR/9Wg6HiIzLA4mxDMCvZPSP4TGXg/MG8FRm53Zi2Q/5sKHBbrs+wMn3eCvbCiY2F5SQd547KGgGmFydkwf3QB+gTbS0LpScAFkeJKeSOQH0PZ488YjM36IPpC908Ap/Tb3x7o99pvhff/Y7s556af+LH7jz+iZOi5yHEER+l0tBIj09rH7yX/nvx47tO3pu7cy2+eIPf/1flCB0bcYT0fOCXb0c2qSnP53/ymUPtZt1HAd8gCPorbo3DwXYlgkeKdZwA7Q1bN26VTy9ZU/28+9fd0GVrOD2gst5cQ5lKT62+cCx050DG4vFPvEb92wcs4IjB1cT3dHyoApQrMVEC2bjRoRuwC8ITlEO82MUY5jHpIpn4lrbzZ16RNhn3CNyOFeoZEIHDYmefnOyp82Yj83kZM5dNiqpA0kWIAn+oI8c4zSuSEZQ6Tb9YEJQ+DIJEUyFhRIzwBhQVLzSOaRYTOc2NcPwwDtdeZEJxUSyB1bCVIuIQ7zDjjiFbAal0pwca+EnrxBDgIZ+ZCSfJKfWDbVji9euF8s33iI23fFx9fmfPKQ+98y3rjty6pBonTlf+AI1BlrI1GYMLU2C2WQsLgZhnKGxca48s5GD2NroMKlUTKFlznk1/jTALjVyULVeFfJqZKz+nYAClwXwQqBdgl3m2RURan90bO7okFVXooA2RFxBclyKDPn9JkmH35evocpQ5Q417if84pyw6GZNa/LZ7eYUdCt6RibO91BkjcHQDR1TPNSGA+4SsHW0H5DWeGprp0sQzGyYXkGaf2MJJsyWWb6lHRcMeQCFFes2qYvXrDM+sfm12etXzj3ZEHDOLU0gYybriyEYwS4cmf/qjx57devzrxze6PMGxR/91ldh8ec6KFWPXLAYwwV/Way50omiOHs4gS3Yoqhpsg7L9F5wYhdDhWqcy0kBfQy55ZZblf/+72+Kl3cfmf6592+MQCLUeznzZdof/N1vy8U3gCw0EOQUKNLfyB2U0Y5cVg9mRi961XT8PECnQTwT7HKUcuCPvg/GZyuQK6T/9u/cdybUlVGnYbKeTkBbOPOYMKLNIofr2HTJWuKVOVrx8yMg83LD38/0cU9usQvbcZZSWFxgBZVbHzCu0QPVXkgk4feKE/GsCMdS4gcQpb8T2iQskE2zGIpiSIVxH5QyBoX/4zqMucgCFZF/ZRDKVnMhgojCEXQo62/9qOIPNqo//sGfqrCIaaBlTDles/T4z5j8jrSkGYuExLz5dVKNW1ZFzqV0tTAoayJsCA/2ipqVLUTM1MdaNF2BA7fMq+quXQpcFsC7bH7bPKgd2ffq/lMpaOQ148gqrNpr/eHaJVW15BdCAQxMHIMFdDBZ1y+ffbil1gPOITzH5xxy/IVJSkeN224NUbci1fVwcJOJ8KVsQJAPhhYGynSlIRMHM8Sip/u4aG65Dqq2IIcGIAzxCRk2m4IFL5iWpWqyEtOBqVRdBQXITYFWLOHyBo13vP8jhX/5/VdaXtxxfPMH3379DKiIxwHoS8HlhWIjKNWiRoZfbD+2+fuPvLTObneoX/61fxBrV92ixKBg/qJEhtEe2DY4D07p+8qGBLnILA7OnsDWbCQv6lutwunBJrFsfVo6FfN1BaWqt1c7BSjWwAXc2rVrYc2qTezfv7/1bE9kx/R610qWHd+Vw8klcT99Zu8LL+061nKuJzQNJp3NFEkYDXBdyI3gtgEzbKu5dA+0iqMFkgvLguRlm8QOaF7sPZZVw8eyYiYwYGtlIRFkMXcoOKyxwRMiyrSRLq9BAOd63DuRlwPvnAhIDi6D8w/jcaXJeLpjtvxBUEALg6d6Bda38imIEJjFMYybsOsj4mbz/mCxsJjEI6iGOQYR4rbZFB1Bqg5UhbUITnNczJu3Qbn1zs8pD//kb6VlzMbW3xEmrwnWXJgs8kFGtKRJi5o+b73Mif27nI5MU1VhkZNWh9JNDUHUvuqqFJgaBS5LY3E5rP47blq03O20vdY7EMnqVpymVqRqqDcDBTjQQum66nHajKuXzJruthtbJwJQHMPIAcxl0l7YFz8XHoIlNSATowFbz9S6IJ02ztKuOgdGaHKAzfM+aZGnqWUexBrMsK6GgyHUqsVBHrtrse6s8M9FE8ezHOFlOtU/lRQA7bHdnxQLV6+FqrJN4tHnt85dd/3sM001rjn8JpxqKsNf6D1s00uwCzPjr/zPQy8uY3q//LHfE++48yNKHMZBCLpfj5ts9tWm0NGpA8VDonyoJyuS4bxUV+ZvsAqHm3KgWlg5wfL2ddV8dL7V58tJAQIiasP0+Xw8vCYOHDggntm6N/XZ996EseX19/5fbDu45dEX9vpPnOu7DgeyN1XWRXJTMezMBLBtwnBTg/sagFtOrlQMwhHsRFa89lxSjR3PidnRopCL/4o0lvJeb268kiNLDi25vzVIiKIOHvyceOclqC1FYFi2c+ahj5Q6uJV9Q/4ZTpuPjMOf7mQQ0M8NWdlpkEXrwIt+7JDtcLrnrzflX1VS2dXYUsPYqojtD3x3zaaPfE6POuUrLV5aoIoiEUlLS5jUm07LmItX3CoWb1ohFGcGOy6QzQXSpiVNOlrW1OpQqgT85LoFXxQWORVa5qzxu+0Mi7K9voGEiVTdm54C7JOXxdksJs/Nq+ffeFkSryZ6TVIA42XlODuiDhoYVg1QMZPoONEDTlxKmB0WeeBIBkRkzlt2HGIgNwdbWtAnm5Agpa5uhgxCDo/uOPzFu2FT3A4xiBZYK2Z8vh8Ooge9ctfzzLxjiCM9xvhe0vLqXF6Y+DRuuus9ude2vND46v7TL7zr5iWzQbLXNYlQLIKc3Y6+2MG/+/ojLdDI4H3/vZ8pfvwDv6mkU5pM4uuuzGTfk+9Gk0+Gp2w3Dsdg36nnXEZEBvJQW2YSvhqzcGC/mRMvnd6cQIequwYooPfxO++8U3zrW98Sr+493vz5+25JFHIZ4sQpu1+8enLzQ0/vnB8Kx+sj8ThtSTPuOv7hhEkg2gTwWYvfdLBTyWUl6O0tiF3HMmripaSYF1PVeh140rAX/i9n/Eqng1pyZ5mGBLW4l6IIAMxWNkNE5GFv8lWZDn98pmABLiOGMz5XutHPfDfaD8mVxkbK/kJ8AYsGO8CuAZxWiCaazV57EsK8yFSD07lEVALMynymem/Fblu0EBMOl0daxPzON39DWshsrJ8rrDVUJWkQ6b6stKRJi5q0rKk5lrLk5DguBCxyClrmbGmk7ieUvSq9q1Ooep2EApcN8E6SZ/VVlQITUqCtqTb7yv4OmAmOQu9uAOE42ZSGaSAQG+yqUy9kPBbCdjxOF1vswh9skmIO5W2vUuoELKGTKZGNFYS72QrxBjPi8mVpAMVF3pUeS9GmdiknURlZvx85rbBc8ofMZRklgir5yaD4Az9yxTXHG/rxiWmWX1TclWsxJgxjjXTDaZRTgpcuL8jtWIZYtuFW4+LV68Tjz+9su3n13D6v06rtKY5MbEpP5A5TH2kkkWv/5+8+ZejsHeoYh4kAAMhNSURBVGzedNPdhV//zF9C8yZEKQqwhqd9jCmlR5LpAHRKEUqBhms+MpaUKEaa/B6pRB6/ghjqywmXzyQ8AZNwQxDS6gAK0dNBQpJ2ZQLqb6rXq4UCbE9c1G7YsIHmkyHu1NWIxdbRRr9lOb5eRYsfv8T/73uvJHbt3uvM5XMbYea53OB08YQ2bDi5FbEDh8nSQ6pY0FcQNe3YiuehMMLBnCqux08+Y4NJOk6wXow5PJhWj+bEg2l+XOkXJBcYV4JYNisCZB3Ucoef2kVkH8W97tgPGFZ3lfe634VemUYeI4DBaoX2CCe41HnRGc2IwVBYbBG+TY1WG3bMINSLgAmepLsYh+9C8TJawKQqM1rEpGVMcnpvuPEDIpBpEtlcXFrOpCVNWtSkZU0pKsJKlxzvaImTFjlhmTMOC531MFqkv65eqxSYlAJVwDspeaovrzQFgj4HxBkyxUi431ALzi2ZK9p4p21ZOhw+cODM0MUbEvHooLDaXNjGbNBU14yYCrSSc4CMQ7QhOZAVVq9Z2ABkLBh4zTZYaQN3hnofyQ2W/GN9YC1PMNqNBrRwL/9rfjIo/iB2KQ2kh4TIOZS+vOK9DM14AJXUWylNxOLK08l5qAKiWU1orZZ6hanKp4CDIlS8DlEA7YrJIYdwUkct/FWEZRqUNlChzJoTPO+1MzLMjT/WWruyNETSlG0mN1cCb1xpoY5lhdEvGOgwSrDt8dcYgo0NhZ0vDM481x1+ZfHs+osCvAS7/GrJdDb87z94rnv/0bOrl123Ove7v/r3Jq/bJxIpqNjnScYr4XRyjJcX3pF+JBHVPGXSkDOEqENkMCds2Et2+szCg/bi9KC9kIVXddcEBajXduPGjeJ///d79me27ol+7J7V7E9yt6GyAs9uP7L10edf8x462bUIFq7Rr4plTrAPY0ItZsc5ALnNAKY+NNeXU2p8qChWEdTiMJlIopVDPEECXIi8SnvMFGeYh3iU3a3DrxEAD0nIHskxg5xaCWZx5cEWebZ2VNNiON1Lv1aW+7Lcox6ov7BDfVojUPZcv0u0A8m31HiFJzRQUCGXqKoZMW3WtH7kX3uhZUBVpeVLk80kMgnqUPeLxUtvE488+HfSUmZNbatQ8liwAPbTkiYtatKyJg0MVTqO19ksxdl6RYPdkqCFTn28Id2qrkqBySiALll1VQq88RTAYCWHq9qA14oxLR8Z6rVUHrrlYEYcZXe4pYW1WLgPehh7wAX2yoNsBI1ALeNWhGK9FAVOAfQS+BrAVqHZYW6hGW1G7R77hwp6g4LJTeoYwVWCRIJhgDMCROjT1MAtCysLrHGUJGAFRygPpfGQQ9YO1MFcJk0cJ3AoKzoEcA4rS9HQoDx9nE7GwVHkLwb52QziZEQaOi55LeBUM23I07ymhpbHrdIoz8p6V95zmuFv6s5U2s7fffB0GoAXhbgwsQbib9AG2N+Ye+SFQ/teePXghmktM/O//cW/M01vmavE4uErB3anWm2QSOJeMgFBvgIQSSKiimS0IMI9ACwAvy4cbiP31wlBSi6Wqu7qpQAXMXfffZf6ve99T9m572TtJ+69KaWqORs+rrrr0Nkd//T9zatjsRj6afom9g9Ogk70N3JwmwBQ2yxqWQaXX5pcV4LcPTjfSaDLpRoPpAUIbiFMOwM/P+JZ4U+1X2xDWZQhD+DIhagU3qE/4uqOQxW96PSr9nRl/+rFwraLUHJcSKvCBZkJA9RJJjMFcbyzXyyyKoeVfH4RlSosmz73BEp4wYCXdaflS1rAzEBOl3rVaRmTFjJpKXMRwC8tZxLg0pImLWrSsiYPKHOsHXby/IYyBA0NCxY1QNkgFxFqEeWvYplhIlXvJqBAtZFMQJiq9xtDgdnTW9wWkzGHLSuLNtBxltAGPA5+FGEwm60iHO4B4O0StbCuZobRglyO00rlwDiq/HhFMCs5ueCQZuLYl4xyFKYf/nEwNpvwg95JXAmKCXI5u0EUFeknIfMJcTYcjEslCWZDIgYOczQyIKLRfgBZXPGLwwgGNQ+kIfuXAwDWnVGxwkqcHeW3SQMZrIPJ7BAua1BYPXbc21APi1Y/hNHraTSiLEDsMFUqZZcl+CZXmlxaXIHAJWe5XI/S5KDNrfiLiZz3BNAK2EvUAUouCp91rjPrR+4zJztYsFO2bbkfVqYGbThzmMNEwnl8yk6SE6Gffvnotu8+9NwGj8df/NJn/9J4/dL1SjQ2JMvNfMZ1E3w+ek8QY9xkxnpOkPDogMxEzwjgl9rDqXaUv0S4IAa6YVAFCyQecHMS/LpNkhNsQLuququDAjo4Wr9+vajHBkVXf7jx6W2Hntix73jTizuOroWG+NUsKbUlUA6XYJWcWJMqtjeblXlnc+rBFyEpBa0Jq9AU5IcNopu1IswGSK/yAFkDwC3lb9mMybGl2IEURUC6CbYf/tgRZOxSIvC6HE5mNUHCfKc7FkUPq1/5jv5c5wHvojJFEQVXNwt9xmZYVyvAAEQ8lRUHhHVRC4caBBnK50G1i3OkBy1g0lG1JC1j0kImLWWmMoPC72nBuJqQljRpUZOWNTnmV1KQHF5a4sT4q05rXjKS/StTrv6pUmBiClQB78S0qb65ghQgU5BDstdl89uspkQ0NgDd6GQw6o7cEhyqwFYXB8JodEAkExGIMzRKjiEnH32y0wAVt/o5tPOqveN7BeDRbDFLboIUZ4Afw1FnJMFsDICV6VJGOAotEEOQFYviF0N+BLUxAN0UDszlCpK5IAtntbo0TrPLB1OXjaK+ZgE4FwEAogBOGgexNefDezfydUBGDYAXgzll1MjRoHgGZZJ55oKl1Qd3Tg7le9aB0w0CaHd8yTvNaTFlhAq/0svSZTgsPSpiaNFAAwBi/GOZTp/aLbr6jniyuWLabjVeEOBl6vtPDmz7yjd/tt5ssii/8qk/Vu6+7UMlwxLgkAOgy4owYKUrFVAvp/ZKeypHIQlGBqhMYex9OSyoJ+kLj9FCkWNjVWRdSkDmS53F4PTBjGAylhchWJ8yQampDXK+BMAOcH4dTuwWUFSG3LISQNCT18qttUXdr3q9eArofX2iFJYvX6GEwhHuuPj/4b9/9l6Gc+GbNALglsUUTCJ3Lid2/jyh3hADg9dpMvixzl2XAnqdb1VfarEYCy1G1T/DUFzK7idlddmE8EvpTanUf/hev52oTBfiX2p5Mk39nvFH58Fn/T3vCV71sujv5CgKfxkXf+QzF7+4J+e6KMdAvIcH5JKFD1bTjCraM9brHJd8XofqiCQVU8ADMJq8aMwgx18WD2nyIKADYg0zZq8Qhw+9KC1mBnwwDQ8LmkmMr/5gq2RsjGZkoMgq1FZy0y5Ny5xIruqqFJgyBaoNZsqkqga8vBSQSAQ6Koteh83aGw331VFUQANIHCSRO2YacjwJGHu7T4DrmsZWc40sFuVajdLEkCanShBpNFk0riiGeoJa2AkCty4lucMEtOTQRsApDg12yitANkQQhqABYgiH5mLagQmkbre7AF6DcvttRsMy4YHxCw9U5riRN3+UNbMB9JIrYbOSA22XIFabfbQJkmUnqOSPXAvJacU9OKrwI3guAVg5e8k/sl6VfzjRjnQSBpcnvJHvRj6RfHRaDG3yk8nhhXxH+qA8drtTYX3OdiV9uXw+CcDr1WKe/y+r2DuUOvTnX3tgAb6T4SPv+xXxsfd/SSSpTQOcGU6e8jtqOcoECbJ1Nwxi9HBahRlX0gePOg3Kscbe6GQvJYsAaBeabHUpvp4I8y7H10sBLy1b+Y63lWVkKK0OLBE4e2lFRPH54oPQUwrulQV72g6cckKTgclVcrQYQ4+j10vzq/69tBT44Y9+8NLnPvv59QmIC9GRCzsdAJeWy9ogr08tCE8EmsRzfREYIUkLh82s+A3K2npD8kWb2Xyj0wp9sJRjhVWHISHWQ/gJKroM4mChePhmY2YB09S/vbznnyk4rQ1pAXmvOzY9/VlrhlpI6lGTz8iMPmz92vvh9k8PvRnLNPCH7E7e81wZrzrnmaBWdwyjpQ/QiTRo2pdps140WezGbkXsXDdM9wL4emDW1+OWbwPFnHgpa1WjoYhDT+tCr1ThSwuYzIyjHcdBWsikpUxazJw/5xZpPCgJq4utbT7suhlFEWcHZfcvZcYxApY4YZDCmKNlTnpXe1WJONXLeSlQBbznJVE1wJWiAMZbjIIFR8DrjPYDiObz2kl+gkQOa3xtxNrebndD5jUJAGUA+KyF5gYX3hPUYIDEhMV4ySRkZmF6kocbIkN9ALXt+HVI8YME5EhTyShk+ABqmTLSdII7y7Rqa6eJOfNuED5/A57rAGxr8C4g87BSnAJcWnAuZV7atIK/LHgZyEJcAmXTuNMVM43MSKOkBFCcZeRUU/LDQK55yb+a55X+iwnIYIBqLshFpzNZR76oRqZaBJKAVfjOQ8+H48nsdW6XVyRxOO0r//77mDyzcuHBiY7fjPXWwC+nKv0gXekdw2CGw0W+Y/46Z0gjEOPTT/6VXho9NbppwLr0TgZCWuC4kusq8yxFxpNMRAJhIANe4SHz0ssGT7Q3lkUrj3zP7GV42eIkp8oIERhj+RAeS8P8sE1uge5Rq1FygW2QXbTiZ8azEVviskxaJbU8WWeWgNxh/uMV7/W8NZpoz6wCy8gIbHsafbRn3vMF/VlCKfYiU6Q33+kXpCWfNA95L/Pje/0N89OfS/eMNSJchb9MvJyoFleGR5TStfyWaZT9SmmU8h2dv4xdKof+jtePf/Sje1/csmVpHOJDJbeeE9p8gFwae6BOXBplMMPc7/85gpFHBuP++Jkesa7JUzTPazEcOXo6Gs4VAwmrbUMQ36QBxhccWO2AkS+SoN8QSJgFSBsSyty9RdOLSw35DRU9Ws+TtRjX0Z8/fgpWjXFl88GdSjSK/3zmpj2yQQCCUBXiEZIyOGiHXQUGQgKEpXlGYVqMgyvjMRk65iGv2kX+5asSScvPWvPVIvFetiNcGZ0Ak+EtxiJUomGBCi5sbzhOIJw5kStaj4FZ8J8P/3S+TOxi/qCQtIDJb8f60Dw8LWR6/fWCFjNp6pwWNCnuQIua2ljBkrGkusP3CHVjDjCnaJmTvnqb0ENUr1UKTEQBjg9VV6XAVUQBVWms8yfO7u+XwNHhxMEFmLfUBm5M4BiUCcg4whPc5MHlPXpkm+jsOCxiALYDA+1iEL9YSW0ZObrUcEAA4XT4Mbg2iKbmeSIAVWaBQAueG6X4gQOA126D2AFkayVnGFv7ZYe8yI2QXGJcM1CHpoFwFqM00yCwNvCWJhMJoCoH6nJqV/UNAJJitTlEHueyMeFmwAEiT2ZSBxJIsFtULN1HT/e2cvqGvK7ywMPfmDRe9eUFUADNin1An9x55U8DtFo6uh/bpNlM1jLbrWaSmyipDJ5lXIJ4ra0Og2wN2EvwrqfPawmM66B75FWLo4eRaTIO/knRjlI6et5ankwT70sLCa3cFAUppQV/usrnyjy3vPwy+mBWFDLZpbT+Rc0Ic1Fd2t6tw30AXEr2Sh0U4mqY5rJ2xPOqf2GbQ9wYdGx/uCN6gzGfD8yFZTEs8wTEF0QAxmzMiMi45H7GQceDkOjBATTjcWG+cbkGP+V7hiH4lGEZns8Ey/QogVkMWxym5CPBKR3DEezKq/TRwvBWglf8YRKkAOnCe9zJdPi1+MwrXklXushnPZ72ZuK/epwRIVhQfBN2ZBOAthnjbAR+uUxWBAOu5FNh1frJP/7zbZD7X4tvfcEDG8ubhwU3WsDkPetGxgQtZAYhvtDZcVBazqQFTY61tKjJNlQiQLmutMBJS5ywyJmgZc4cxne4Cy7PiLpXH94yFKgC3rfMp752KlobcOXSmTMQLQgJl9uPCYk8F22Y5lhL4xN0BLJPPvavGDypUognf7GNDJECj69+GNTWtADcAtiCW0ugbAOotWAnjFxdfRIl/4QHuAhiCRYoSsHBeBjMcirRHUdrDtjaGMvB+83kWFOKjcCalHjwqV27jIqKo1ojHbdEKx1IwPnbEMuoJ2BZ8aMrl25Ubl53D9XLQdYZiw0QiZx3OtKaH0pPQj5jglXBXZOMfPmeCTKM/pNPGtec0fGtpBaLUhhGYQgmIP1Lz1LXLvMsfVf5PeX3AhBkAZivjIcwsnQysF5Kmb/mzXLo6WhXE2jU2XNGau6oxeKJXGymItNlqrKCFfH0fGSdZGm1MLJsBDYMW6KRDKOVSE+HBZBvmS7f4x/rGoemDysObfKbyUUZ6sQDjgM4YUe6e70BSTdJS8aS7Zy1KpW1lBaTpZ8Mp+eBtDTuI1/yHUpQCs8rXpfjaO/5Wq+bFpZhZB3K/tKDqTEJ+U67L6Ut0yylg3sA4zNer/tsKp1e6bIbD7XVexIzgjZzejDrajGoS5vBmYWtEOGXfRLxUKIUk2LR6McrXCYci4agj3smxBaUvsSNLowhCWglWGFXBZQyiCJ0jGVLERgHh9iEHwB3Grbbu3FyNZXJGf8N4qsfs2NsYHiEkRxWmRFz0Pz0HGW+pfzRtDUwqwUrl6n0WC6nHqfsjxvpx2vpRn+uDKPfT/ZODzP6WlF86NqFXK3fIzJNDRDTKYpUR59wYkci4HH5//SBlxj1ptHxp/SMghHM0/IlLWBqQyfGBByWpYVMWso8enirtJxJC5qstWZRk6lXlBBjNi1w0hKny2GLQz57BtoWRJBLg/GUClMN9FamQBXwvpW//lVad5/brhQBlCiS0Ng0T06MHPA5QXIwtADUcjJfvOwOAFiX8ALg1gDY+gFsKYJAkQczNB1Qx6ycKTjZIi4hg66NoAiZtDxZMHByQpZ32h9tcgF/QZ9lytNORaA3+S1OsxufefngilgsPncKVeXcb7TZbMV8oWBat+Z28ZH3fF4kILsbxHYlwaDk1pQTGp7E5J38sBo3a/iv/GD4Ztz85LfTnvn9tXv5V77hKwbS2gfCy6AlT5knwuqPCGdgAESQMoV4ocWTAfGH70p/Sy9Yduamg0HqEKYe5Uef/qGYPX2hWLH0RhGFCjpuDzO2Fk0LL9OiRyktmTru+W/4HfOTMYf9cCejyLJqD1oMzR8yjCKGw5UPPPx1mmkWdTWNUNyfluDW6XCKZ198VLR3nREffs8v4yAQF4Ol9Jm3vGc6w2XQ02amI8qml6NUXv0iS6zH12NwISJrgP4GpMvXer46EKantihgwlygMAwRoZYrwqvxZGzo4LEd+55/6eFCJhO+tdnvnN4fg/7WZHoVlk/C7nXQ0lhhwzvXi9D/PnzUr6jzJDBnkswf35htRneJouh/NZRZ3djgFwuCTmFKQ8tKLC3ViNVxoYXvRnVj1Iurx2M6rIuaSIhZ4Hya8XF/Bkbiibyyu8mortDTLg8R8IBAgO498jqqPCNfDuc52v9SPUuaVCTGUuol1a8cJ/mtlGRK2GNxGF3xUE4W3qbCgts++BIWShsumLPLess+oYpYOzQ+wPJlJTTV2ga48tC3TjqG+tuxs5ST4k9kasgWUUFg8pXTaZzBGOwR02Z7E/g6XHvzzF3VVSkwJQpUAe+UyFQNdCUp0FRXYyW3ipoRhuW4WAIMyBgxCXJ5Xbfxw2L2HJp5BzcWbyWHi+q1CGwRX+rmnULBh4HtFAK/yYMQ3BEIwqk1OOjjsRmIJcY4fY6h5AZ+UBkPDg4iZ/BhBkI94sVXnhKdAFzvvvuTMq6cTPVU9Mj6c3n6LXuMuNEmtDGRSmHgX3o1NsQoHz6iakVwBLF5rsUHoCx5y3clT+1taSble9KF/8lVdcM06uFje6VxkNkzr8NOAeTKoT2E2/q6YxzpKmZjza/8Rg9RLn8pl2F/3o0JrnlQm4Y95hZgvonmhhmiNthA7peMa7fbxZLr1oqO7nbR0jhL9g0JKlkLRB+TJH10T3mrPyA5NoXSY4VvyVO2k+EA5cAVkXS/cuTKd4haEZsZrbuneXAw1HvEbrfc5PE5zTU2Cw5SwcIZOH+5FHZ6BgsC0vti+cx6448ffkGcjRhm/VqL5YQxnpo9Mi2ZtPzzr2G11gb7vXPAtlXOtYsOpFOwuKTpXvB7pfYFKwhDIxIjNcxB5yvkIerQRuTpKIg3NBvzZbA7nMOVv9OpWL7yBq50YZ+U+oI1srONQ2YW78md5jsARakfmMYzsCAQYdQTmhqhqQG/gbiIF+IijZNrmVzKeGDHds+tH/zkcOOWOY36gzRlXlqGeMlxBDLQ0Lkb68yIeJ/kn4+IxHGX4zQtZVINY1/faVwd6E9Q9weLmrKQ5RisGTjtsMDJsxdtTbO1xl5+X72pUuD8FKgC3vPTqBriClEA458cLufMbHEDO2ShSQG6eEdmTh6alYMhXsSg/zaLbfMMJkMCYC3sqAgjo1efzkMBTisFLCAgG1m4y1Ww2KzQT1TpSuTlhTMgAQJtVcBuh/H7/RlnAqoJcGANTDODQlVs+w/vEDeuuk2EoyHJuZFJMZMLcJych6fy0RHxspTelJPFREwZTc2NjaXlp78feSVwz0Kzxokzh4QDhyX9vhoRhd7lS7toGlumkaUA7SG2QHlHAm2CBnKYpVYTBKQRkwAOYCYh7tDT1wnZdY8MMzqNEc9leozwff0PTBfV0fsxazZRVo8+8c+bVyzwbfzF9v51LY1+URuJiBUBAF4cYhIuC8AatsAN4FYTSYWHhAUcbaPbaNo/Y/rspSfbe5VkvH50gQFiu6Bbu2khLDi2QVd3BnplKVtcSEHZLkoijcwACcr2ME7BKCHKb5sEIDRBnaFQ6XNxbryvqmfJNiffw2MEstT9kSWBqnwHP5ZX739MQ39GMQFcYTUQV25g8UoValnUIQexIuoJhrcEw1TTBlPJUiSkFaIh0LInFCxyVSUnTiPMXhxai0OC/6O/+yd1w5xZ5ganX1Bwwmky6SkvXoQQc44WCxExPQTAHIEhHaxTII0wxkkQDo4uLWXSYmZooBMyvUGpqpEWNal5R8+I9KG+a1jgpKhUkRY5q65KgQulQBXwXijFquEvOwWwYey1mAxJGHSwcBAdBhPcdsMpYqj94nhLAxDawRdyrkoj8GUv3bWcAYgHRxoOO/0BExdonc9n1FQ6rmD+y/qgjNOhvx6OMOIOdOeUZ7DZ7KmEmnYRXLU1g6uIGfC6ecvF9l3PiTXLN8ntUeYrv9NV8KmGm8vYwvDdSBppVSbYtUH+OxwJiQFsqy5duKZcn4s4xzOCjhf6wINlhBo5HOKhVSp52h5+pC/LTiBugSGTBFQ8+b1BiJXwQ46t64Xme1Hhp5Dtl768QoRCiY21tW4J/FapWTHNCAGGrl60LvRvrIAVADZi3RwqGOkeEk6g1RUoULKzV6SWzO11bN89BvD+1OhpCnoo14s4AZ9wxTQNKmkYgbFi617DYeA0gjykUKVjO9D9oX1OGm6pJKFO0cp4elXlO/zR39EffYrQUH4filHIvKWftnBk2CzRKMKY8B7CFlLVGEFsEjGpH1jnzgJTCuzpS/PG8lQpwvAd8KoGhPGOVt+gGET48c5tgAYKqM1jnqwTwzJdxqWICf/RzDHUKEBcBwYm8EtCY4vL7YmkY6l03g+z5shT7v4gIkXyVVx5pDUPwywYNqCiryDyEKDmvTxojOTkgUiNyHga5VBHLtJ4QI3nK6geUkXmcvcCi2WOIfwGuqMBHljgxIJF5GmRk/54XxFCD1m9VikwPgWqgHd8ulR930AKWMyKy+WwxqCL14dTudp+HMrDwY9byjaHizOHVE1WOSC+gUW+AlljdtL+V+QFDzgCHPmSFzo+cxrQr/SDG14U6AsE7SS9nCIR3owZmfqEc9k0LVGlFbUIltbkDllwrjRkzI7BZCHtqQvWY3u9CQe6zoq1K28Vr+x6QRw7tR86NpfCaEcEZZho9ps8nyv9trJdDZMXavEgSsC6ZUCjObOuk6rXNLGbK11CEF4CArDWIWs58lsXscAwiwDkp3v6O0Vby2zZRirrdOVLO36O+Xwu9zt/dns0FM8GfEZFWTPYL7YCSDl7QhA7QLWIzIDQFCmqBICPxzDM3lJdGAT9pRzuDPht6Y8seSGkii8H8FDhBoZisGJoFTbI7iqwomipDQg1mQoV8vZALhoHXbTwBH+Vjo+ypeI1dzGA5WiYJqZiA4MxyF2VV/zhPYtJjir+l9/lIQrBdQZViyWQAcvOfAg4wacG1xjpIjyLgP/yJ98hEcBLma8DL2AFHfcsEUAzfrB0LWDoT9Th3oaMWb4CEmb/ZlgmxDSZl8wPXkyXIFmWFc9sLwzKuDR+ZjEhQS/MtrsgvOH1QXTDKiKnu8Xn/uQJr7lg88bPgBooL89AEMzmIO6AT4cfSgr0y0GAjUxq3wAi1awPMofJHU0MmyHOQN3m/X1n5RhPTTkUceDOxbDT6gcLnCirMUeLnMPvqndVCkyNAlXAOzU6VUNdQQqYjAZ7bcDdHo0OtlL7Aodp7YADt85oHMGDwdoAYAb1YFfjLH5eWmF6wPygOe1mDGhFDYerpk0cfIavnNgws2CSxfQFT3L3KEeqAVoZCElXTDZInOCIP3BoQDLoRMBkUsCWJc0fU4SBctA89IQZUg0NdKhmoxLtyBQbDODglIuqFxnXsh8ZinjIW0QoUSi2NNS1iFocoNp76BXh9fhEY0ObOHJ8n5g/eylKxOn22nOSkvhjhGwhNU+0d54Q9bXNwgMNIqGh/mFRjStctQK5YRBt4OFMqXqv/M21NtKIb9ELwEv91FerAzfPfLajPWhKZ8T12KV2wJwtOwfWFRI8sZ0R6xHAUe6aHFCq/qJYAkEcIVG0LyQOn4uOAbuMSyBmgSGJgN8tXBg7kr0DwuLz9kISIsB0CAgJVhm2snXym/OZeWD0gQYHcElFoRvPbsq8puFPP94zDEcppkU/vVyMT8DqhOET3vO9HTcQ/xGoKkwUE8xC1ABpsJx2oE9+KQSTwJbpkANLezoUvdCfGQBRZJqy7/EP0iGNCKBleFy5WiXHl+IOpCHrCWas5HZnQLgwfj34pZFvFJSMwmBHVoWRmGI/gG0xXFc7s/9b//Sbc2hch5pv/PhRN7kLFiRpnMYOlZE0AmQCWNZ2FlALuUvEA8E8KKmpcuQAgeLBlcau0lWPw7GLFjPPnt6HtCzSkiYtamq6zGVERpbPNA5ES5y0yCmwC0DRKY1iMkj1T5UCk1KgCngnJU/15RtBAYxgYMQ44z2naRo0CQ4AbKpj8KQjaOPBBo6gaRg24OT4xjuUQfs/qigc4HUv7b4MSjHo62rRNPljyiAjMMMzLTmJ4YYTKv5xq48n34vgeBcwmdDKXB6HlHIwxUldxDR2kYGsYwHPPLyUTacUKnAniGXYLN5T5Q9U+SgEtxnGAdglgCPgLWIrkzJzPNoSjQwawCFM/KAvj8ODKINWJHkd/YdFZln9xWIiqypWgl2fJwDuexq/jJg7e7HY8vKTOEB1RjTUt8oyXCtc3sq6so7AZmIQMoTdvefE7ZveLXcYCLzeCMe2QlliohxNjRzVvw2XhFvFTfXTxGsHtiEM4dHV6+a0+MW0zh4RxAl8aWgBRSWnUnZt1gk/XtgSyTGV/rjq9U2gjYayAFgwrVYKjpBanN/zCdGez+57YTC65OFkWtyIReKshpp+pTu6QIJIhGN6bOb4P64jFzQF5JkzGIf2ACni/JsErOS02oBQcYH4ALiruKGgCcURgLElWOWopU2yVPHG1WFFPiwsHGVnaWyCYF5fmjAev5oMUgrHfMz4Q0DL9sj0WAcuBCjuQC40gThBOGV1qXkiCSQ+iCv0I4DDDDldr0fMmtUiZrXCsI7ZP2gtBg+ZzUFbbW3bKmk+HQeFIUqGMWDAB9PqvoHBs+Lsmd04LIaxluUB95ZacCiG4MSCz+OuAUO4Aaofm+WVptQJiPkjGMb+gxzXCOg5vsixhmOZJARsX1JGBY4WMzlO8VxGfeNs2abJOda/McdItmns+sFCnjUOi5z1TAKUKFGH91VXpcDkFKgC3snpU337hlBAVfweJ6zudooELKYFId9VzGDGkaMflKJLmUWDBE8EwOVR8bKVVRtTCTL0AZgcVm0yoh8nWgJWFED355zEwRzcVG43qpC15IDN8lL1Dm3EZwEK5TWdFJCblaA1j61yAlcexMvg8FEOlod4OInPWXC0s9k0gKwGdgl4CzgRwnzIseWP6ZMzwisnGHJZ4Dg1sHQ8cRPCz4+J1RGwYwLFjGnBjG6HtbA0Zp+zkRwYxsouk83uSOZyNm1SQYwJHCR4OWMZh0JD2GVWba1NM6XxDqo0CsEQyIzW2WL3Hpc85NXcNAPlqaDhBGleCW+dIFPNi9+YFOzuPotPbBTTWueIOFWRlbin56PTVPOZajh+zAwAL7lrRqKe8idGMfGS376utklEcKAuiwWNbJtTTfwKhvvxI1/f3H5mcN1iNWvMo5BJ1dCL0tdz14J1lJimVB4+k5NaWRf6kYOZZUD82Bj5IzDWr315NdnZM4gDfhZxqrFG3HHHug25bz0qAapcryAsYVNJagCxhx3zIqeUun3neuzpFfmELBN7FfPWyS7XhTJPAEt4k9Orp0curRwh4MEdKT0ewS3TR7QyuNWALgtEwAx1aRg7KPpAK2uEnLxnGGqUiOImiwoUkEgRokJWK/Qxm42wUtZ8cvasle2rF95U29Ky8DotQ0SSTltos93iF8RvvbbglqVCCIByjCNUJcgdNI5FZCwk4iEAYYDhSB/OC/aIMKydhWHF8lTfbrwLy3GGKdgAhu2Q45eWK2FUgjrQAzAs4fXXQSc0OcS1kNf1SU6uAe2WedFSJv3paEGTgJryuhgxURqmSg4xBHdRpjAscNbCEifiQQfvMDll5OqfKgXOQ4Eq4D0Pgaqv3xgK+DzOIk1NxqNhta5ulkLFY5wECeYo38VtXAJGjVNA/sEEDuNlaYqRs4u8L/vhieMp/gyHUVUIC2gTIF4RyGhghiBSU3VGUQBs2QHIapxWTgiSwwpQmoRu1DT0z+JZSUPfZwoqdGjtjdxVqtNhOD7jcBgmlTzqowFWiRvBwkVxqFeyAPlZqPoq5iAul+XBZxQli4k3DY0IaZvJyPk0D25SAZqWMN9TTAGgp1BUAh6P2exyZQ+0d960uMlrXtZaQ6X5hZdO9pmiicyhaTZr/dl05kTQ61zyziWtqglERc2EE9zLzqFE8f/2njW0+PxxJTRwvcZuIoFGutE+fO4FEQfyqrERXFyr1aZQg0EoPCCaGloFVXcdPvaaGAJ31IXJkFxnWd6RyV7ZJw1TTJqnbBulEOTGk3N+/OwhybXmAqcS5FaG1ROVbXLChqmHurgrkyVYsNuhxol8RRRmuAw88FSgtgwsPswAKkPQT+2X8pcXl9vli/WBe39545ZH/kHYwJpEDUTMYOpB868FngPFCXWGHe8J9iod215CMvlgchaRCDyBESWAZDjGaTCK1Z/wKOL7UJG1D6aFPW67UCF7ChFh0E5zDDe6Xcs38OTSllbUfLmMBYXiRouUROchNEZifpSDJSilbLEJ5ZFcYeROsQm2E3JbEyi8Ee8LyDSEHk1uLPtYEhdd/jdv9YSjuZTPiO+GeCq2WhQTWMAZiHq0Ni3Yu+C6jeEF162f6Q80t8ryjf9nFrz5G8chUSTMxbdmrIeF0Jxc1OGWfZOAmJoTCGD9sEZZ0bjApYVaNwJijM8pjHFJAF5atowMdePgYQcOn3WJIYBiiigcOrhZEozjNfWnc3fODe5vsKYVutNbhRtAuLllgdylkmMC2jQPsNGiply1gMCkH8FxBuNsEovMxhm1CVCV1B8ufKkO1UuVApNRoAp4J6NO9d0bRoHZ01tN+Ty4B4mwHGw5SHPg45WHUHiSN5vj2WVu6ZrlIM3CctDUJn6Oh3iGIXiOjYwHbIfJCpxQ/CQnlDKsGLwpb5bPJcE5zSo4sKUQmJLjSpAKHfhyUCeXNQkdkFndPxkBcE1I0A1uiIoJBNMZJWQ1hgvkkPOYHKENSM0BpGatZgUakdRsMq1mHBZzps0qCi0OQZ1fKuYzBWAWZ6KLxoZAwOLFiT0zJteeVM760/6cPZLJO5zFome5STUZi0UzDo4gWslp1cQDZnv64lQ+tvzOHlGUFDha5tYAgGc8LTm5gMKF1nymJSTUjhSsKoE3K1XHkhFd4METsGsJ6mutVpWyhlNwqK4UDRQRxWhRMPPX+OqKkCuF1gYHJsEhAPwsDncthkzvq6K945RYvGAlvlu50FPI4o0Lwsrpju0qEhkQvX1d4o6N75GH1eRhMT3AOFdZy/NUVWZRkc84yUzoBSMf0NAANv14eeCb2qGJwIFt5YFQH2RYa6FXNQcgM7UPO2Gml/jFyzuf2xmJpa6PGlSlFkWrK2aWOqHnuKBG5cEngknd8ZaAttKx6hRpmGYWLwNA3oBHHbdJspRIIyu91Gp4wb1g5qbd+069qhiNqwl4ZXIIVPmt9fTZndAdZAMngN1mcK7NpADuECmJH6zkijiGFpBa4URKLnMKUFgB1x0ysBiojIoF38AMsOwNtpyp9ZmaknnFEglFB6fPXHVoxdy1tjlzVq/S8ytdfRXPpeKXfZaW7y76huBdj1x5r/uRJsOAeNhXi0TiSkAM2XEbdUFjAUvwynGYY6y2uwQTwhRpIhjGOBkBVzg0CCA8oIFh3h87vFXsw8KfZeH4re1IcV2PdoszGiPbKcZuAHBa3kxjzK0NzNACDheuelelwJQoUAW8UyJTNdCVpkBt0GMvFLIqZces0BxAUGrEZE11TJSbJLeAK34FenEUcEn5ntu4eciiUqYVXEQ1k06puDeQ45pKRimHpqRSEdxHJGBJJcmZpbgA3lOhOcAsOBeYtoo5bBPnCFqRZ8GEU8FWqzmZzeajqUw2BzlZo92qZAMuUy7YbCnYzBbVCLwHNG3MZIumojBYIMPmgMigrT+ctMcSmZpkImPLZMGUxeQ415wX93o1fIo5cyReSQzCutOgnAi2DuJQCWZWztazOeOiZJkpfIhkKunC9JOKpbOeLIAs515EBcNENRSMxoIVpz0GAH6EuQiLSmZhAuJ1QmjSBfjN7fEkOJlTGhjI9lJVo9VuT6VTOagkc4uaQK0soRO6kmn2FlOgsEEEZWbbfHGm/ZiYM3Oh1CBAsY4yMpmgTpwMxwMiEwS/rN6c5E+ePSpqwJHyQU4xCjDPSVg6lBP/L8rJeBWR+Z3kxzpPaozCLV7SmUBjdAn4xbmaoUx1D2SOF85bhjDkJV5dbub02XXugFuJhoZErRErMPwrYiFKBFn57SVdUHSAy7KTfiAEtQ+gwWfRTyooWQ5WvlliKW5ST54Qe46cUHNYAKD1SsdIoynIZ4o7aOII2mEvFuhldBuHv/bFlavu7Viz5j1v/6///OXc2tX3Hp6/cP20mtq26TJB7c/oslS+CyLI+oqwV9Utv4FGydFV0IrJRTFNj1c6vS9rDAdYpoO5ayt2H3zgDje3zEd6+Dqgn9wVg0gWd74oIjEE8DsAIEztCxx/9+95Wo7tLAC/vz4G0BgFLW/SAictcVbmXb2vUmCqFJjSvDbVxKrhqhS4VBSwQTUZTMBmw/3HDOGu1wqDoS5DJpMxQrBXgtUcZMt6e0+Lx/7vH0pgNoHBNCtglhRcWHJeEwC3MYWGKcCJy5jNxixU72QsZlOW9x6XNeu02TN+jzFrqzXm7Nb6vMs5rVDj96hul90A7qjRZjEbHXaTLRrPdG/bd8qaiLYvm9tkcM5qsBqDHm77qeBLSfOWGJ1Rc/wITzlt5/NhyL9BLREm46Pn8uL+Z3HYDMAzYFKKN7q0gyo8Mc2Rm+O6TjcmY8PTYUjbHknJbTsRwMxbC2w1BhzrkUZdgfLt4Bh3JdKFern/ivRkBphBcC24YAK4FyZEbS5wZANGqX/TgRM3cWSHaov+gUHFZwK/FgB+VNLjPloczqFiNmr3Qd+ry+2VQNbl9IkIttKpRSASjYhl160W9z/yDdGH7c6WxplSjnncxCo8OeFdDY6TOeWjKZZx0+o78F1HiWTI734JSio/EtLRr6OTrKAHb6mlwQVuqJQVHx2WyeB70uTwqXPHAN6wFz9OmDfaa+vL3+ypa/C1xsNhhWs6cnQNkGk3Qb1BJbhlOdkeWAf+dBKx47GbwIiC7sWgI+rKF5W/e3/jo2t2f/1RbMUMA2jZ1kakwHfozaWIlAm2Qq8xpKFTN6x5/4Y77/qi3H367d/9MbOr45+3jiOXd/zaklOr91v2mdGOfclktuDAXC3kehvEtBlL5behdoYTx18VB/Y+U7akOfwV+R0M0vIm06QlztHpVp+rFJgKBaqAdypUqoa54hTAYSoHccb2bY9Y9+16Coe1EpKLm8zAcg9KQ+teUNsptr34Y2ytaWCQJ6m9VoOazBWVhrrAqXs2Xn/O43YqQZ/HCFU2JofNYrGBHYtba0tTndtoUBsgj2aHLCTw4ViHM1x5DLTGzoGEO/3yNrFxYdTX2mTPhSJ50RfJQ7WXKJL7yl1i7O5hlxSSnZgIcFHMKKDRDvVfmDRPdhZEGioMWOa1bqG0YLgm2GXcSseJnHKB5Fi9CqE/yvhRrdA0BGTY0QCgMm7lPThkNofZFE3JQ22E33D4g+R4WzAVVQMYNGoyQ6lDpIuEwRyH0wA2/6IKmLdYookdBSCYQCiRGExmsjUza1sACqBBA7HdAL49fR3ynlz3mkA95HnbxMnTh6X2AG5ZapzJidO/Wt6Qu9SLuvCQ2Mxp86R2BJ2jdUnLODm5R2WlbTtTpEF+J/klRwZh2wuA7vsP7ZR9R6qxGxnkDX+aM+vt5h89fL/iTubFddBwiz0bGEgwCQNl2yXaHC7iaPKQQ8sxgHKzHpNi53udDGXuLTzYd/iOVse4f8NDpCYcIuVqjv50+lV70jwoTG8qvWHc9WvXDPz80cdslF8dE74csXozGQXY57V+j0GH3xiEJEimvDA1NBBJ05KmxkEYTgneApY3OdZmaYmTb+Cnf+7hgNW7KgUmoUAV8E5CnOqrN44CLrsl8MG71r5ytmvQObOtMXWms9eybdfRJXMavI4ZQbc8bGUFgrSAg+gGP7MznBRPH+4Si1pq1NMDUeW6udO7PvbOtZsmqoGapwokDrYcf6XNIDmH8VkfSMnHwLuiw27F2RN35BuPdc0oqFkzOLfSgBAHYY64BLomzJ403EDrow6IB7TWGcSm5RZx8HRevLQPAzvCzQXQXeHENinGej6PHq3pR9bFXtgCPVmSXahHJj7M2LJweDcVB46fAYzpVARiHhmwlakEngwwpEGmX8GsFi2oZi6WysN083ApeFiPFStipldNFE08r5PFAtcrni+q05sa2yhbLbGGDXo080WoOwOa5tZ/EuIj1y9ZLx598n/F8sU34mAKtJri4MzV7jg5m7GaOXB0J2SRF+FbY8jEQuKNdgQK5PBSjpJlHP6KwyWjvw8HhPKgcwLiP+S283tUfvPh0G/M3eKFa5fHExnhcDlEFGaDM9DGwqUWD6iOdmxs9JWNTr+itcWwWGsyU/MIgCxCMAwPhvHAWDdYswPoS90I08v4QEzvrfNDLR8OrSEg0yItxxIQwjjoLNQAwUA5pFfIZAvoHlnK90MdIEaGIvtTRWT5QA+CsZIr3+ge1WuZAhxh+UBGgUFazuQjLWnKb1L6KGyvbLdUl0YLnLTEOZZdUE60elOlwIQUqALeCUlTffFGUgAcUudH33HDTZhjYjjwFTjXE95/4Gh7pNljdyxvDqq5AjYkMTrylJgdyiljKSBODIrwl4NjQS3gEFo+hdO9so1jzCwNrdoQCzlg7Vmb/fkonyvrfKYrcvAHj26J7j/WPs9qzMyq9RsVl00B95b5klMEjhEwG9UoQA0ouLhFEYECzM5+VZzoVATFHp57TeMGeVC89eBgURE9bduT61Tp4CV1j4aQ5q4E5W010YYWxGNYeF+QM6kQbEAhoaABHDMkUmJ5IdkisKwdiRVj6bzkTusJU8yOZMEkTlpMGfCCW41chKO+phmAkMxyFYelAHghi5nEYT8z/MgdpZosjzcgTp47Is3yalxlPfer90p9xmfbT4p33fXxkoqvMU3lDSm8BdawaOqYHLJxEJssEzRmyG8xCFPILVAZRzVTE4V9QyqBTH9+/1lxy7theABL0DqoHYEgPRrgMI3ZN9gHxmuQEPuF6i4YhTAqjSHcD4B7ew59cQD35OYyXn1zUMxqDog7W4Ni7wtHXnzhe48asQ68iQxknmklPcakjX5AHdRSxALhaBzC8vJmFV0/TUuEtEio4D256BI1407TWa1xMLnYoNO+jbzVwrFaWpYlT15Q23J1yzcaBeTjsF9FpDfVLetPlWSsNC1p0qJmmSbwo8VN6OBVaIETljjdb6rKVytzxShQBbxXjNTVjC6YAjBtS7DLeIBhVqvFlI5jO9HizKuQIKBWATlROSF/6gILhoAtC/YpphxMdDg4AaQFHHueNg7uWGk+wRzF2YsqvpTXjvdu+4f/fGD54pmq45N3mkVLjR0HhMCJQB4yPP4QZ0i1DJgVybUF0wggjwC4KKg2+MlXMgC/2lS6GqdqZoB9y9PdnIRHOxaBvwMY88+UuLuNmJERbexkPDryOM+mIiA/JuREFuqpKPPB1FEUiGkU6gIBjykzmEmkqWdXn5jBqUZ+BAHwYlG0F+OkXeHFcFC3lGMqUEnWovJgIeXs7NiWJGeXhw5dsMiUxxYyT26vXLpevLj9KbFo3vWIOdVsKnK8grcEK1Zwqo8c3wOrcX4R8NXIul3BIkycFT8SPhY56fo3HB2Y5bdAo4kXZlv7BrrFjGnzJajQ2/vo8G/k82998SsvPfmdP1hvyed6sXysR+9CcUYCUTYyLvz0/sMQfOZRvMfjRSc5utQuArF0sQRNvqVp1ik10NL+u3/5wI2h8JDya3/0PlMxnbY5aoOD2UPtgkvhcda5SA0OmVG/LbsBzn1KcQhoSLHZjEoPtA00dJ7ZJ+UpLGab1ClrhAwqDq7C9DTEMdDuMYqochWNQYkHucqDjJZ4qXdp4Jj9heMI8yTQ48CifVO+l4WR5ZB35WeZEP6MBcva95VdUw901V+5rUa9v9yLopYGTS4drYAEAP142A2WN6GhwR3GYWLITEtCXPX1qhbw6qLAecDA1VXYamneWhTAWIdzU8UCNDMYPS6702a1xMAzFA6v3HzHRMQJAhxe7E3aAUapf1+bODgJlFiaUyAZ8+FsgzilmUkVPT19heVzio6NyxzF7sGcYecx6tzF2IvJ1G4BRwlmllzIkyCYIgwQOxROnDYj19LsNohdx/Ji7wmgXrhZNsjuujBp4n68aYhDN7dX+5D+zjhjIH1MAI0sDe41yCy9p/ynxusxnRoIiRRQuEGxledbUKZoKBZAQQEtDnkv6aWXidxdAl5I9oJ4ED+exJG+cEgGZTRZUfssLalhkjcYyNk1AwBQFCAJwOuB5TXoe8NCICNam2GYAqCgo+uUaGuZI2VLJ8nmDX3FyVaKMxzZJRbOXQbaYOKFVpCrwckmi/LYoK1Et1Y1ulwEvBTBIFDvD/UAiI3UHTw6/Bv5fM/tH1m/bMHK4//6F/dkjJEQJHnQl1Agtk32D141iXPcVDjZSPFy8cJVu+bNW5n/9Kf/bA01uBApxhLRmT948F9nctfH7/UVaiHPfLLrmA/9MMRva+ECr5QW09HvpRfypyOHl2IN8qurRavTZE6cPbPP8D/f/BL2k6jVBFpjJNBFe8figgfbrBoIVszgrtsgm0ozuWb4ERxThzhUlalmHNwymhjeLhdVJrwz45kHuhiW381gwHodZaShE454soDcfmHZWDw5ahEUEyBrIJlb/xrF6M8fayH/jLinL52s5fAfzfON+IuCSsuZqBt19bI+umO/y0GbDlWczZrhhCY4qUJZf129VikwZQpUAe+USVUNeKUpgLEPJ7fJU1WVoB92emoDODsUgUwigAgmAg7m2o+gTZsIOEERDMgj32WYN3nJmQ+GfiLkRHv3UOe53lj/roNnzFt2Qf52f0yhtgU6lkTOJ6XkOE94YM60xmsU9QGDaAoaxHUzjAC/inh0GwxLYMYmx2kTlN7bAZR5GA2PYxzT4fC+B6yqXsgyEHQ2ISCSvmBRBj1xD2ZZgtkUCwHHKoIuSFEp4kR80FAsnklAkSiYS5JKpBkXDFKkQfOCz8SOkykSM9hdrkQ6U4RSC7vwu2vgi0UIiGShWiIAj3A0JLfSmZZMG++WLFyNg1S7wHFcIA+AEYhdbY7148nxwVCvBO1tEAeQ3LerpKAsC63ZUWSB9JYgaFTZUAXJbfQB8Hb2nJEggljpanUtLfPm/P1/HxcfvDs4/iJPx3IVdaA5XpvHKd5z329fTwMcTuwmpLA1Tnlltivq7E5B60NdTZMhGKgTu7O52nj/0D4uEig9IVuxvI5DlZI/s+UBUps/2LE8mXDkcsldPaHu66d7zUUrMknhtCzHJFgqFF2UGAHTGWvgIRx0C3AIwDNi8xNpAJkolmXj+prcYP44zBmhiZuAlz8cry39HCUDEE4AYpvsUzzgxf5mQhjuQNgJqiFCZIbsqwXtgVeYBpfpEzgrSJfnDMh1Zj4cBFggjZPMwpU4yrL3av7yNevPRiSdfi09XsoLGiUBLtWSEdzSkqZGMl4wLmGBHA6HqXlH+D3NYAtoktOXsgjVtN4aFKgC3rfGd76Ga6mxEmFG12m3mLJJ2LLPARSCkTLCcSLHWC4nfznRE9+dx+njO4Ll9h7r2vPk1iO5/UdOz8xlw3ODALErF5gph6vUQBbXhjGYgJDqJ9OYyaKQsw3htMwQtNCH40Wx92RBbDsAEYK0BXKzOCQzyGlSiBsgkzALogwTgV0WkpoYunAOajfSpPOiMnUAyHzHX8X8ztdTcoVMCgpaRTaZxcE0xCinwbmlUMQUqCaiOBlPLjlfSpqR46UtJBicWU/spIE21ZhTjKFkPuOoCTZDP60PH0DbliWH1wlZvJhufldybHDEGgfpZrTNFXsPvioGIFfqg6jARBzKiTO//G8IIt1Op9i550XR3DhDOACkJlL/dflLM34ONL5CvdQTfSodrLihuox6qpMAftp2O2DeVYx8qZaPDZA9iFf9Xt7gudIR8GbR8anzeTrMPRPgye/Eg5rwt4BGGYjSkBMe9NUWIfbgHegcnAHEV8DqE6FAPfwZb8mFI2nSrLDsHAiXSCaMllRyzrzams1x6A1eP7et2Ox3GhI06IHC4eCm+rN97Uo6mjixzmkNbINlQ8VhvX79rLqC3Wo27WkfEAe6IrnbpjVvhT1eS18kiuIY0B1pF09RMLQY8mnFCOxsSuYLlqgqbLi3wd+CaprBacZhU3RdxUCsbsQPa0j8B0gkkAVHWO6eQAmN1GVLMExLaRqX2Y5dMLdis7klSLbBIInD6ZVgWgvnKnGWCY7NKkEmaakdgSA4x3fAj4MC0TIklnlH8sEPHhxM+VI+8XnYX/el3/iOcTFY4TvxDAC54NoijsMJF+ImaXETljcVWuAcP42qb5UC56dAFfCen0bVEG8gBTgQ4kcNQUaHzZRLgtuayhRxeAwTfcXQBxO5GH6xDUoAB2c2cj6Y3DFdADzjoVN9B//5fx6bHXDFAxsXW8TMZne+1qcosEBqpPYFbfDGhYM4f/SS9zwUhokQaHYIs1McbKCO/oJ4+aCmbqcVbJ4bPQDJCDvehMrS0Z9FfjUuRJQzHZ6bMI2QLYSkx5vj4Xt+V0innSh6IpHNWZiINjXJ9Fh8YTMYE0mctMthsoUKOFknhJHBAIcM+vQ1UU6gnWSzYDKOZgoFT0uwXjjdHsyFjMmtdFhhAteJMrwE0WUHwpFzOhcGKPYf3ilu33Avtp4jEoiVw7zhN4AVKHMOcoMdXWegXeJGOflLk8gX/UUucaXQ9l0ALOQaTuaoh9kF0MMFSDgyCItrdRJYXM2A14lOwX6B7lDuAGxBFd1dVpl+EE9A/2K/L5CLKw9K6q2Y3EJyS7M4ZGaFPpL62kZ2RXPGaKQoPbQSamkyG60D8GbY5YkwGQhOihakkk28h2JDtH60fEj10EIhC8bFNpq9QguGOEaYNGYzSyAO06Wgb9VgIAm4bOJoXxRqB5VUXT43Ix2PTuNB1uFaafnIgqBiBpsJgNyQA5DFCT5YbYQOcXScIcVkzpis1mwkmcz0D4WyGBgLeYVHunhMN6dAgkmhxrVoJGfF+tkaBVgGHa2sCtIzEzzn8zi3ShJjTGVLN2CUQ/tQyB22WAGEHV4AY3KNXcIBeVob5PHtAMoOt1+CZ3KUCaTJibXA6I7JbFe5+KL4D8oJ8nOxAW422iZIw2EFiwrkSEFd6bTRheMEHa8MQ8uZTIdceRC4PMYyBVrc5KKNFjhlpOqfKgUuggLVxnMRRKtGuXIU4GiJVT5GSxzgclgK0B0LQwmU5qM2gGHHQZbsGgzoGGQB2RiDo+gEjuMpuAg4l2LAJKEqM5tN2Q9sdOXqAmYlnsibkuDiRgBCCzKgNqFxUoO1UABEPjM/yPCC8+tyGHGoTUhu7wuv5QDIMcMg7G0eTSwBjxMWhHp3qYJsH6dgOD/ikbvLekxYeBnyPH+KeQc4x5FUJu+XawCUFWTE9G3A3EfVaZZsXzYrUjjUZkX5ObuQXJzYQT9OhtpsdJ5shsD2SucLbc310yC76MDUS7PN4Mpwux0TYl+0G8/cckfFSo4cuBmwvPbclp+BUw4QAE7SRNvyepwreeVpezusRLV3npZbyDU1DRrXkJ/odX2US1gLlCPgq2Ubn9jhHUUfrFh42O0uKZ7RUNsMjqe27z5xxDfuzZf/8hPbIRZ/A/sFJYn06pH0bJBaL9HKx7rTLwbONeVmg5DRLS9KEJCgi0AfKsRwj50TWMhjO8zDxDZTIN4kqKa0ur5JrufHK5qxzF/rGTI899qppgHtGzL8LohQeBAyg7EAGWSS4KKD2xswGrNQBYhzVtAIyDzQnmjxEJYPgTLVVC6ZhET/5E6aD68wIS4LXIpCpXgc/ST6pky5ThT9ynDY18GYiAIYC2abLa2YLQlcE0D8gz2hwSREnbI4YQoIqWBZJ5BKToknk8ZMbMAcQewOoWChrFitBsVqVgsWVMEMWhlRDqjxRvYGHgm2EBgrOGSmWMExtgIs27Gr40Bbszu8aHP88R6gGe8hs1xEW1QwLgC347AfZZ8xThDkoqTSciblrxmf8s4cS8j9pqVNLpxpeZMWOFm9qqtS4GIoUAW8F0O1apwrSgFiTmaIE7oK9AEU0pkCsKbGMpAF4cSE2Y8cHXJcyDgw0MrDOI5pISiDw+Q9Rly4hXNb6p54IdD7s61nG2A/uNjdj6NxQKkYa8tzCZmUBNRmzDRWCyY77Lt6Ia7ghaCtD9fpDQaINOTFsXbtUBO1MvCwWuWkPbo4SE6qO9oaxYSIOlC0oRkZcTJ7Pdxd5oN9UhvkCzsSNNSBFYOkBtInSKBDxYsUz6CISMBZ4kLjHcOhKJynJc0ZdgIn3+cUhQop3NDBq5JDBFsdiAhYjYwc4AIVCh0AHGA76RkjMYIwJ7bZG+vbxNETe8XKZetFHKIP5+NWTlCOS+7N8hMonYb6tGYYyyAnNQeQU1mHS57pRSRI0CXXghPERRPH98CCBvLUPqiDGwoPSk71eb/sBOldCe9TZ4/UL2DnHJ0ZWhuAVrn98jXbquxtYGuyfhRbiMXDEuiycXKbHxxImBrX+qTfF1T4Lc+Fo2eQPps/N4a0lZ2MwFQ1x/zZDmQ5kHEe7YG9EgvCAi0RWiGU7wLY9QWRB8YKC4BbNpSV4NbttBdFHh0Lgw3js+mT0w7Lh+x3MVHISayq5XTBf1nSMQ6eY/2xCVPI542FeNyFCC59mePBA38a8XhTcuz1GORI14NGa6bH7kzYrdbUovzQ0I3uIgy1G7LJooKjp0ohjq2hoXRaSRRSxnSqz5RJGs15nN5L5vPWrnTBEsqDkwyyIClgZu0KjSEGiFVILrIFANgFXdzUbEGNLgTFtJxJSbR9r/6fBL3SPLHVWggGmoqwuIkxRS3SAmeptNVLlQIXTIEq4L1gklUjXGkK6PNfwOs2QSYvHU/lnZWju5TBwyhNLk4eKJUcXgCuyiDlIsu0DKb4yfbQiVf2Hg8fPNHl6u4P1QwOxWbzBJfPoxo8UJbrg85cK5AnVXVxoqV1JoovZCB1l4TowmCkIJLnND8CYcaBNTU56zSDu7IWIFJOluWcR96wcBSu3YtZ6Fhae1eD5xrWAY+TxR2Z0vhPiA/dCeZkGvrSchAuJDcahZNEYdpQW2YgpeKQ4zUwY8xOOtca/FhsdUKMZPykdV/Oi0DplgJY2qIu0FDEISpDGmrjdEcAwkk/Cx28lKfUubgEaSbwvtqaZ0OWdzvUERFMasnpcd+oqywbxDGisQgOOyWkKi8upOh/tQHeycCuTj+GoSymF9vRfQM9pW+gv736rlCf1rSc+xB6p0cR2VfYFsnlLDfgkh9Xr+x1tRBn0A4VDrdawmaCXqrE4+LV561VPLAAONQX4ZY+bVSweZbdcEx4wV+OK/DkYpTtlw4pcj0tHfIFGxeAmR4Ai9x9AopWwQ5FDTTmMfNguuRU0vKhCxYQYQlxppbCRf0dUUw9hVI2+uPoq6wl2y+rVWo30q8UsHyPG9kTZ+Qzlp5QxtqBwS+Eqi/Favx6t3YWQcYhlMUYpzswGHJGuz1VMFkTg5FI/GRaid/fL7LxopL1ugz5G5aohYBHVZ/cGmrr6x+YaTcZ1HYIZNiBQIizoRIc7RSiKfgg9z/wtxJ0OzAAg/trtFicxiTke1H8FC1w6nlWr1UKXCgFqoD3QilWDf+GUcBpN1ssZmMmninIobY88peGaw7owHYSoGrTDDw4HXJGxFh6qiuy98nNe5KvHTrdGo3H5gedeVtzvVHctMAIDQtGaFwApwFytzYAXc5v/A3zmjR9nAS/ZA3R2EQaP17P9BTF49DKkALWgw0MaGWAaALSoPngiRwH+RTeb42xcBr4bcOAzzrxuVw33F+Mg3ghjp4UsxB3xkExHIkBcEe6evLC57BbiuG8Gk/n8Qrv8FLWV1JMZ/ROmLOGBbCoyHNPEq6hrhkqyYzUVVaOpJm9RT0BHLlNScBLxxoXgBQC/lqYIPaJ0+1HIJu3SGpD0IFFOZErfMPyE6gfO7Ufh+7cohYyrzls/F6rjvVhq3K7fKIfunhpeIJb/VerM5iNVk3gYGQJyw23wpuS55T+ZGOsh1ETLqyGFyVaa9fFZdgqPWDJOsBZHBLS8ApAtZYYR4nRjuEhb0t4CCtr6EMQV6AZROSFDRPkAj+pKqwUkfnCciHbds5CS4bEbuhvlA2ipUNaPMxAKNhjNqewR4VR4oo6WcNS3xyvuuXCMCCGNxXrfbHQpKg78oqaRL99aECoLdix8kPFcGnXiiSS6SJBDAQ5UzEWwcgncAxViHWklVeI/+pWRXcSIltHDOLGZVBTmLFsqXUbZk6Htcwd5waVWxY0iWafA7TLUVQN+svBHMeO1OnBmHKiPxbfsGLegenN9dlT57rt05qCCVjgXIXkq65KgYuiQBXwXhTZqpGuJAUwnsqB1Wm32ixmUxYgDXJ34PVwJuewC8cQ/BUxsWC8xMEHbU7BIC9R1rEzAwf/4J9+PHfhtKz7rtU20VJrFj6nFSIKSAQzJ5i7kD8lt0YTZeA9fxi2ZRayAKV8qHMX1n6EG9lbwek42VnEdqVWkBXg9M7DxAAcPCIeU9Idk7WheC/HhOgsMURpZMKLTC4Fd5f5oN5GWFuD2IKmmowcXhSpPNH6XE6nEo7lEpk8Tn6z7OAEAgJI9UUIBxISR4zrOLkjfcXh8USzedVqB4gIQH6S9Oekys9CbpvdZgd4dEBmNAnA5cWhE1aWb4EGMLnZ8L6xrlV0dZ0F4F2I+BPlOG4xLosny0CxjMGhXhGAwQbKIKYycZStTLrLku/lTJTflzLJkOeELGQC38SJRRu2568Ceo+uN3dLKNrDheUIR78RHmzMWOBiZ+Jf/vrHBY/La6T6scrvxNakAV5weJGeDTQgHdA0b2RSVrRwPRuGrXT05xfnMEKuI3Qp4EmGh0Fhrh/5ZzgGF4u0XMhiYqFpR9JacTFMse8lIStPy4c4BMcuflU71EFhIZvAp54OTWZHcX8c49sTg4r4WD1ogmedbqwI7rkE4K2sM8ZflcPhGpdQOwOK+L8BVT3ZURQdvdm8z29Viljp5zHgoqMJj9Uoap1m4YI1SNKUiYGLq2ZzeaUvVQjd9/bVxpZaz/VFsSwJUTIfPh6zr7oqBS6KAlXAe1Fkq0a6khTg3ML8PC6by2IyZXFKaszkx/fAjIJqijA/UTiP2Ev+sFVvnDe9dunvfe7el9T0UeOM2og/mkh7Upm0K5LMu8CXBJ9SkQfSqJWBIJhpMR06CYJxrwFiyQGR/uQEHztXEL/YkZETaiNkFG50kzME7i7Cy0LLkMN/mCQn9AEwjHaUuLs8hdHCiRVXvh8vHrwv2AXdTmN3NCY5vKxPyTELAYtTbhQ6Dc6KRZ+9OGlp4Xj0X6+9Hm34ygkNySnxdCY8kMy465pmyS1znYPLkOTgUg8v5UcTiTg4cLQ+hUjD5eDiRNQEG0V3X4fowa8OB6rSaXIgK5DEcLaX/Y5rI+o/pawr5T65Tc6DM5f0o1z2WozNAAegYF4Yh4qg7ikWj0JXLRYfPKp0FTrKumK9OKZ/y9ZY0TnkLZoJLRx29nW8ZjCYVrKzV7YvIlKe+Ge7pEiSzeKEaVoPOZR+Vp39VLJhJ6ADsLSAJXH0S21JWArGIpLBK8Wd9F7CvGG5EGOIIdPg93nigzByXGQ75oE2aBkA4OXhNTMsIE6Q3VXlTeTK0s8DkQZR7n6U+pmwKhbizMINGOOSCKB3ZVy5Amb5pRfj8YmLl3cEhOjJKmJbFHLQWA+4cSIxBsALMSu5YHB5DcLpRwxsh5FjD3yNj4+dJyyO05lc/Bs/3tpuMRnVhXMak3dvvG6uy2ZuAq2hnKJyucGsq65KgfNToAp4z0+jaog3mAI6J6q5scHj9XgGEqkhLPS5mcnxtTR/cKDEMyc3Tk8ETTykzLihaKL9xNmB7liqoJ46Y8o99YohFopAE0MiY8lksOlvUI0UZeBg7HEZtINo2NPzQD+SFxxbamKAWiNMmJpcL9MkCKYs75OvZkU4gYkMY/aNLmytokdR4QJLM57jvMDzdK/EhRgs8XpaMTMgG01GcbxIF+nnslgslGmGTk8JBJA3cpZSkKKQSbsB9BPxdMGDqmgO9SKXRWppKBN23MxlDKSayBSLMAjSJDxuHzjk2izI70L60JoUVRWlsI2uzU96RigF8sFBcQBlnzxw1NVzDmIRbchsIsqNW45L7In6Y7t/YKgPYB2n/iFyQetw1/LcSjoTtBPscgGSTMZk39DA4RtJ6/E/Hfs1+xIBF4ounV7K4dYz7M/t9V9secRy3zs/C09ELDm9fjy0xjGBoN+Gb+pyurmEMVvI6YXVRtmXRyeMNOjFkYR5s8/eaFFexe1q+ECiQQO8kiMJT4bhrhI5vBB+T5kKBS98WQVZB4ajxUMC3npYQBSREF9d1Y514pKI49ICrNCpMZiL+Pv7hJiO8TCIcY67WAw3nqM/w1MBzAdrhejPKeJkGmbTuwpqECpsyDXHmUtw3GGUh5kAWJNOXBxwEQNq4TlvcNnPrSnks03ff+RIobHGvX3d8pn1oDXOC1QB73h0r/pNToEq4J2cPtW3VwUFAF3h8tmU22YzdMQHC3JQ5ICpO06O/HHi4QTF49fZfDHy9LYje5568UBte3f7ahhkAog1SuBKNb5OL8EdzFZi5OaBs/5IEfK4BSmeoIkzUHQBKggAfH3gbPgBhmsQh1bVFkw3id0wH3zwNDUQCHEdJoHFjmHOLrzGOAJL5nsuA5m2lMY1wkFv0Qg/OTuOiXHRHsgJIhqplAO0KGZwOIQHr+iQj9TYAAWiZFAPRlO5Rql6De8YghMOGViYyZjGpC5TVBMg2/TaYAPEExww3sYtXa3m5JbysJQVYgs4KV6Cz6Oowg8FVw9O6snTh6WeWBe0N7wRGhEIkCiOTJVdCahKC0J2l7qE1Wsc8JK+ZEly8eFwONEnstpikY32KnQ40CV41lH2v4oiyvVsRXn1V1n4tTbOiFFchocuRzjUkd80h2/IBRi0iCgOaAOAQ9PEtwbyZQy2Qtlh+Kbk6E9ARy4vu85ui2v13XmItsBfejFt+LMXk5RE0bRcaCwWk4lIuA6eg3iLV4wBOXZYPOTY5IWVB+Z1LTiOB6QvrT7Owhh1GN24Ex3+pwOK+FyDRrvJ6sH4PKfQBLGvD9UJ8W/dQgmj8qQZQS0XG/zHvsehgHThVS4eIDN9/WJP4qtf9jT89On+gtM57dVbbliwFAaIsE6vgt3J6F59NzEFqoB3YtpU31wlFNAGRKk212K1mKE/tkC9loqjhHg5UNJxasljxKT8qMvtzHz7py/vfW7b9o3XzzOLO1Y4CjVek+rAYQrssitgKIClgGkUjGICUciiAvRC0wK21iiPS67tUFQzKBGK4Yrf4XN5TGpabnNbjWIQozcn4iAmg/VArtS6QNk1DvTjOc7H3NB8BaIMUUweDDcN3F0Az0sNeGX2xXwOOvBFaiiZMaVzEJrV9H5hqkF+UB9kMyjRJLZhIecLEIzpB+WjnmEcKYOuTUNhonogOkIiDZOJBuTskMMtQgenkoe+U1KHLwl4TUarND5BLQxFyEAy/UpHzin1ptZA/re967ToG+wSXq9fLkBKWVQGv+z3BOiRaD+2v3MwYtAsubs6F++yZ34ZM5CgDI3PDi5vPBkF+OO3GPUxLmP+F5J0HpxYKX4/qnhsV7LhViSGVbBsb61NM6EkC0vXUaIwbL+00pXKJhEO7RH32FFgUiKTzkDVmJYY+7D01B7lX5JHbsDgBYtCznPJcTiCPQnuBhCswRcByL2l5UILdk0QFjbcwOvVXsn4sHjIjpWFci8sna8tx5rPw7gAmzoC4rhiSwSiDeDK3uwFyIcfx7WJHL8BwywCM+ADNYr4FhKgQJT2vUC6UXH5SEuaVJcYi+dyf//NXu/Pt+Ry82ZkTF/97i9eW7VkpnnN4mmrMb5g1K26KgUujAJVwHth9KqGfgMogEFx2PiE3YxDazgAgomxElpyoOQkznmJ8npGk2tg666nPvjJtzkK182y4PBW0QQujyLfIwwYFWXHuGYM6MBskosrQU5pIGZ4qiIjB5giDDEAXurapSgD3wE4i5sg/kAuBrkZE4FEvBLYvRNHsK3HH7OvwUxBNWQVRSmX6VLcGGEBzWky9u7vHppJDpfXYskCJHiYNiZlk81szSQh9JzBAsKBwyMsiAmWkgCIqFyeBB7PER9o1LHagAlior6uuWCF/owsgIWmwovRyPnivG8WCXDGpMqo0bMbQ2EChaUnyMs2iP7+bmhqSEIMwiRlgK8kKGNeBOk0UcuDak4nDqvRFO+bhJlEgOGEeeQ0xEsysDxGZf+Us76SNB6vMY32o54vTW525BtyfAkuK5sQ+adp9PW25ulSocKIGOxUaKU8GMn6sv5s2z5fQLbdepvlB5lc9iPsl5qQz4jYWAszL7QJvASV2DXQa4UNV7QSKcLLssioXDvTYiEtFzpgwZDQHJmwBFp58QCLhxwrEsWMtIA4MrOr+InE4kAAiS+xBCvzLZBzoKjCQ/2qmA1d5Bz3pNl0BpzA8ZthyBYbfZADjioq8LJcIJC+UhFyRTx2t2S6qNCi5oHjmdzRU3mluV4xWE3tq851nVY6evoOzZ1e1+t1WhrQHqAZ5jymBivSrt5WKVAFvNU2cE1QgIMbC1ob8OTBrQQXEOcWwDWodBxzCVrouL0+rcGUn91qtMKamEFqLCqh0dFjMxPmliSsc5amKVwRiOE4WJNx5AZHgzK+s5oVyfklV4M5zcGgvwKiElRBxvDjOabPg2o86LEjDuCMK4FyG9JlB5wIWY6X1oX4mdRizTyr5WxYMcBwklB9+bwTfrUsDx1Oq+VpzpgHalxUiClBqiSBWTEYUxLRy5Bj/sBSkjkXzaSNNBNcF2hCAAJGbXt3ODQszkFu0pA04sDKsLjD8HvSFxaWIEZAbQ09vR0iEhkAgG6RYKwy3OW+J3cwg0ZCFWp1NY0QwyDMmeiLXu7SXPr0yaGk5TsCXapZM+Mw1+VreRdffsrNmtHp2BV1x1v2Nf5KXViCX26L853fV+ccDdw5XBAgUyNF2poGSkXbxD+fJ0B5BsaT2s8Yhr9KJx/56XHD/GIoDLp+F25n4ocdd5wNwAAg2wciSxld9KE0Fo91sGAoCshPbhyB04u6IGto+oCohhARWILwII1rypEUlOetBTHmgzGwFxzYHng8CND7BYyHHAtJs4l6iyQl/qAJKrOsqtiJpQPHPCQF8oyNlS0UFOo0vmGpufDhtzuh4UURLXWm4os7Muqek3WDPpd1IaLLsZnXqqtSYKoUqALeqVKqGu4NpQDGRTkyBv0eyn8VMYFg0iHDRfPnDW8xFsuQLQ2+xraWaYf6QmdXtNXbcQaiALsICMEZDIHlRIdbKSvIZ3rzD3LhRfuj+ZGZTGNNNERxoqMgntiO7VD4uZHeLV4NzJLrwaQnchRb2I+B/lhKC9GAWcKHCJzEL4PTZhGoJnPnMqvdFRnIupWeIW8ooGYTIhwwPuG3YQtXxVYtZ3RIWYAbVRFtzK1iNsczxYLV4/KLYLAOqWgAYzigtm0p9Z7i42XBZSPgykvJipGTHLlv1H1LU7lD0RA0NzTI7WkC6CvnoCsVyu354X3eoDxQN95kfOXKc+lyYj3IYYcWayliQu0YV6sjDCcQ0vsfy8l+BVVgIx2e2TooZ1vnb6gpDQMjw+CJhyb500USXE4fni2Q3y1wg0XmlUW40X2X2ZF9y4VqHORyGdQQvGbCi0tqKUzF+KQkF6/cgueYYMUGCbwkGONWCNMF2FZp8dBmNESxxQRp1mvPoSoSpM4GYuhHxXD2TLwaBwAOC3G3n4sCrc4T1YzxCZpNIBYJSIuY3D2RfYwfsuQweKvYcYJFzWJhzRKrsmQeFqIwFhlNFi17jhYzA9G46X8e3rG5dyBivmvTEmXpnIaqeINOvOr1vBSoAt7zkqga4GqiABSPYxfLkMNWPOfGEQ7jJ+Y1efoXw6WajiZd6e//Iqs21qiGBOQNqImB5oBrPNrhM2phcIJDa4M/5Qb1CYwDMrkyxFu88icnYeT2FFSQ9XNPDo6iDC36lp70GfuHITlphjEh7MQEQblAbtnyIAgnQ3hfVof8mQXnGzrOwWXZN7/TYToXj8nJmnUv4K12aI2MZ+2UuRZt+C/SYxoK1Aolo9mcO9BcA7nIAOZxznjD4XhHbjs5ifwmPIiGg23jVpiTHredmxuniYNHXxOJZByn6T2YFKUU5chEL9MTy0ruLi2SyV1SqksdVZ/LlPUVSVaKjqCD+L21sl5XoxwvylQIoAnKdQ47DujPC10lx1d6lN5ziQItIc3Sb9Qffj4zbIGTAysXZPgLfb0K22E8GWvlgVR2BvZDulKS8p5+5NNSDKkTTaHR706KIblahR5eqqvWZHgZiYYlaLGQlguhdkwmJ8uNxTfD4fCsSouHdlg+xJL8mp1zWScWfjH+DGGM5HGGxwch2gAizbFNTZ4X3xY9DWIiWORy54w/Dii64z0saQqLyZAuFI2mxzanxSv7C4YDOCA8GCla3c4ja4eix7DjJsQ/futUz1d+92PdtQFbE5IrnRDEaFJijuhpVq9VCugUuGY7n16B6vWtQQGMYXJYhPEJWrDNpzIFipWNcdxuxNAX/5t//9EsCBrMsxiV4snOPIZVgiocdsPkxZ/UiYnW73cD/AIA1wcN0tpanZdmhQ3QW0qOLg6iISY1zYM5Jl7amxX7TmoQdQ5Okq9xgmuBgX+8cugF4zuW/CDmylNgA/O5EX+onQFRL7tDNpzT5fyLK2oz7Hx2u70QiUBmThM3ICwAOCDeMKLQkxYvlc8n47l8cD62/70eHw6swZDBKEoQZBFwQL4X9J4Y2nOGIgCz21zYvvTg4FhIuByu4YJe5jvmz/IRlNcGGsCpuzqNMrxeMvB7GKF2TePG603i9aZ66eJ39bZ3QolKG5traaOm3KJY2tEl5ml+yZ2l/eBxHFPhgoscXYalWI0XdsBoECWeT88EL1EbVZAw065MhH02iSZbC45kGgs2TwF7R3AMio6hifmzD5ceaAwH44QagAVDkSAvU66XIbFDwEutMhDvUVXK0Gun2RjiGnQcFPyoN6ywid1gr/eiqg8PQLQBgxoHZNYcl4kcRheNgUB6sN9JJyk7HA+WNPGtipnvPJS0RBMZaeZ9/iyT+Ogii5gP7ThzZpqKu/ZnDNv313XV1zgWYUE9+rziRPlX/d/iFKgC3rd4A7jWqu+wmaGHXMnHsc+lAywOm5jP8ONfodhthqH3bTK7mwNGqGJSFAv3HOGofiwGJblD0JIQwj5lb6goekIFMQBtDKehjiyZhsomhKPu3Vq/BoAbAgbRCvPDsGMhntudkwfYqFvyVnB3CYa5pTqR4ytyd0OYBah3lw7ChqIB8VkiQkCtZHxzWd242ajZtBM7i7l4Omcm6UjPEoeXgHdihIqiGq3WZC6dm+73BlWoesJZIwSvyIVzGUGkzWyDajebBJOVpljH1pbq4TKisb5NnDl3DHK0TZC1pLGKSQg8NpGL9qFZWhqdsECFR75CvdpFJ3iVRiQIvFpdd2/HINaZbaNLyGalwc2RJQdmEgUIF5SB08jXeMLODcQZDDisxgFCO7jnU6TJ6/wA5M+1Jsv8KpquTIXPELcXPMvJQ1m2PAy0aI4tEkbr0FcwKpCrS5rCYiHTyAVgwTAHtXZ0Mhw6AlWS4dCsMFOBDACvlsy1+Ze04sAwA2PfAGhwFqz3XXFFPB8W4p4gvhMR8SSOYmVcfNAipgIOu455ZRQSHVY+aO4cmhyyC2cZbeuvd4jrZpt4cE0yILgoT2RUZeuevJjdlqw9dvbsq7GExYk0C36P3dXW4JkO4x82ZDGsE26S8lRfvbUoUAW8b63vfc3WFgOjnJN8Hhe0kRkL1C7AE9Rlx/vS46wWx9DCaUobTFTKAVhGREBybB1+iBPUcKDlJIjxFSNjEvuiIYDeQfy6B4uic6AoBqCT97XjOQmQKQrhwrYd1ZTRrYNYRCtmZnJ3J3PkGLFIr0Eatg/ImM8N+AOsLEUb9HJNlsblfFfIZJygQjyWLvgxiUn9vFLVEnYuASZK1BxZApRZFls1maG4TZihXQEaGqwGadYVr4YjaTK8EnCAAUcQqcUcmZ7+xImPYWAYQILOeCICbhw+lJxe9VCX56pXlWIUlHXVF1KXJ7dqqhNRoLv3bJyLSC69pNyMHhCNil1tBDjCMwGvxU47heM7AisuYOwwby2/KxZlDrsTCzDsOOCgpKoNAWPS1VMjyCbXkoIMlnzOR394IVWplQzxZFeQnrBYyGNqaeg7czMcHIKSFcwdJWqVKYpaL6T+S2CY765Vx29BHsJ8gNeh/7+99wCz47rOBG9VvRw650YjNHIkAIJgAsGgnGzJsjSUrWx7bNljT/i0O+PdkWd2Z/ztfg4r69Paste0LFuWJVm0mSySosAIgMg5ZzSAzrlfDlW1/3/r1UP1Q0egCTQadYHXVXXrxnNvnXvuuSeglyMYiJcHFYg2wHwZfjTNWIDMDV2EuqDcw5IwphnH0sCyqVNQU6lm//2XQpGFjXnI1uPIDpq+bR1CdHTr4t0jOWXnQV3sONjVksv+pAXDCcu8EFcLl/d8aOvmPb/wxNrHUQm9sd3Vm4tS2LjPtw4BfPJucCEw+yFgLy7z5zVGQqFAmvZjsfIUg7y3juHVaNCMZbKKjwuaXCiLqUCkkrLjOahcVq1F1Id08+pUMR+s1/uBhGnWLA4ieAiaGAPgBm8/khMnLoNgQ1iEFXATTtu52E4W+HFRm3kvWEXE7ZCcEI34sU3MPga+R+ztC6aeD2LhGgGHt5KrEJcH+rFHCyyxx7GbIpudV1WeXoq66gYDBIRGuVtyZBlGgQapyeGlgopli3f8XjMNOcX1sIHbN9AlPbA5x1gW/l78QYOpUMc5Jlfj96IOt8xJIdDR1yHllOSYOz4QEr+l3xtnEb+jLMRQxgtUVKMyZD1cVvO0gURRMBBWGMeAT9HaTqEgR3XyHT9OcjI5o4EKyOGtt15ApAFiU0WZBkSybTSV6IENXp0uuxHwNXEqyWT0dEiPh2XwfDixKmihhrvgQtjgEEwsB0wPA3592NA/1yfE7zQBxgDaDTLX7BPYtoQ5N5jktkvocnALgRtNjlkCm4eaqmAKJ0c12w90izOXDHHifE6cvwpGxKABR0CQGV6giQXNmrmkxWM21Cqwr64Yz/zzcH171/BpfMeQcqCACUbc3b3a4HWvgIBL8LrT4C6BANkpJuw2miGvVxtJSWcG15vORdLGbcGQL19VbvrS4BTAApElm4f3RLEMNhHFhYr3YL4I+EyQiJjvWZMPSHtho0dUlZnincM5yakJ4gjvyTJqbFu2KK+jauYaHfiOmuW7YlgMUT6yQlENiwGuk8i5jS7ovXwydOjrqR0JKInksEKRI06RBvQf58SqDa4bWgCRSUMN+LFUgatSXgOAXRc9sGF7PROUAqEkRDNx1MyeLHAhjETKQfB2i3QqJT213Q4i1N5QTdY+9/17B4H+4V4vOar8/vAxysBbzprCoxVZ+MvvdyxRh+uJQHaCxKJpPG6kbI9zsEdsKr4gznhgeQ9lsGzW4wyMt2crCV7N0KvkeynjDqN9+E4s4o3EHZxOgEiDzEMMZ/XNTFcoVm70svB0iCSGAc+Hsoyxqyy8mv0Xe3hI9ILuhDMKuAzGwxGcZL0xJMQvACWMSfAivQpAEEdQEITjLMfa0WVyfmnxAlze9De+1RU9eS5pwmeHFGnYsMIj1i6DDO986FzAgDlMRUrp7SD2qu/sz2lNDat3f/4TD6wFvlAh1sDhcYMLgVEQcAneUeBwH2YrBApED5iS2QiEeHvTkCeg9r+9UBGJ4r8MulLT09V/TfMqmjGYMCTLkulAz8EsDpAuFit4FpWWGehZjHF8R+RrszbJ6KTM7yt7MuJkm8XdfQDLVSuYQ5MpqrEdlN29BCL6CGSGGSrwXI86uEiwLbMhgGD1+DRPkjZCc1lofvg1aJUXWqaobOqYQdE8qe7BQW80WoGjR7BXqMZTyEcYciyKAQ80+J+jXTcscySSbRGCYpobbkyYKKsBh31QNMIdrpQPviGNGzHXINDd1RbFQYtFLNnzEJ0kM5BTyhElv1XKz9Om7mTB4iayHMiUY/MVCUc4KZUA6pKBcxY3dvlSOgoPFNrlXLa+fispUA5oOd1DvCHxBXLRUyFOnJQQPBea+XwrUyIbsZNGD4cDyQwoXvi60eH5cI4EwooIgmIJy4FLBzBGw+j0C/2mWAYdiJXAlbRNXhoqIBtm9McBU+ypCy8JewbCMwtTMUkoF3cO69lIMO/77IcD+qrFqrqoWROV0PSlWBrNv3GDnqWYGIYBxK54Y1/9wd/8lQ9WhiL+4RPn2q4umFdfEwmo1uYDCAdl29VZlbl/70kITI4t7kmwuJ2ebRAgwgLRizUr7/f7PLnkCHzT044WXwCV4QjLhGII6FXFuNYVV//kUAqaJQI2Ha/3hOmKP0STB0APa158BfKKFS4IhOoHFq+GoG0QJsv2npQn92I+4jZHkJ8rGfJOhD25jpLDsWMERDOu/MhagJmhozF7uLtWHzS4Qs1m4PWUht5ryiV/DbJv6J82PsEL7kxmMJmKVDQ24eixEQprUmEHJZYEOS6gLeBtjcQGNy2Sk2qvcCXJ7UdLuagc8tMjsH+MpZENcsOch8Dly6dqFhd2XKNGXM4jdN8RyVvJhS2I0UwKHGQgh9cDAjkAmV4enRecC0rq1Dklec+y+TXQI6MlqmNRb8AzsKgFgpe7ZLzj1MyAI5lCwkqfP2MaGbmmgpMJPKXFzvUMe7DB9kQ9WrsHng8nbeddlIB4juiVog0rIRt1AOz2BMD0ox5TfL0F+BPxxIPO0Fxbq+oXY9IeOnEBx9EZ6EGT4iEAc7a+WhNPf8xvRoJCgRyvLCsNhErmBDci/cCveyBu9s/bshjOwdrf/+N/yCRSmYimZCqikejgf/jSR04unV+3kssG6gJZ7oZ7HQLy47zXgeD2/+6AAJAcd+pYsLzZfiit0ZYjjq7kwoMdP46+dGhPa73ZdP/qpS0eBbJeCowESaRKBEnZXMrwgrYDxxFXYGvax0yDE5sCQh2GGhYZkTSZwwWPjEteyQl6DEtVFb4WeknD47gByYUfCXi8dxblMlTjmS6EySkqRfAywZ36A41xeF7T4zpML4G1Qs63FGlgO1UNPR07QL86DRuc1c0w8VRZUa04zXgRznbgckbuLxWHcAYsF6mp9p92hqhElohDeQ2OICgSMcugZ3fTvc4QBLq725sC4OI5jxY4Xyi2wGnlnDuYqpIYxaSdUu2ci1Ri4xm41xfgkUa3z6+ALLMKLi2FG1VyL3nlvtoO+C4gmKMHrT0YOIxoCD0VgssLT2o03mwFHzwarta0a72R0Nustk4xAr58doH9fq5cCTeyBCja0AOMcRGDdxpafv/aL8Sv1N1I8Cq5jCQ8iReuQ9WCBmEKc2QKPWliQ5F/91BOfP+FlPlrvwSZBSTJAJ9eQyVHTufFgRM5ce4KbWeboqFWVTatSra0zsuIFYs0uCeHqbQ3RSzogywL9dlc98MWgN2/rgyvOwfuPgiEA75sFnIFFAn1En0CG1KThATwvDqt5ysfDlZVRnVycEfzEMieRSBRxh+JWflDOSSGwVyQXATe/3RXVuw5ZXF31+N4bgVQ50Tug2W5+MPmJFDOTii7sWzuKBdgUSTCxuMNSB5RdyyA46o0VVer3QO9MJ0EQ/BoSUGGl4TBuAQvLPcPZZKZpVAGMsvKq5Uc5Kkl5xb5uWgRtnYgV5fEq0/1y6jJxRmKOUU4GBHxRAzlsSmEoBvmMgToUpibS8f0kd21vxvnDOBcJSEsjyOmCBSWQzvE4WDYC7NiLeRA2mXbVxbFelg2CV7KmvLc3A6gfYFlpLg7vRRKrShaFeAmGecYxWkKpqJWJYxNVbDpPEa4XuAYL++2KMKOv9Xg8g4ADkN4eHXAFCsg2nB/2DLvJqlcpNH0nIf7B+wM8JfiTdcDcIgJ8SpsoLFbCHtFVwzc259nldoqKLwCtK+8kxXXuumwQhHzof37i0/5xINrvWJpi4bNMYqjXiwG7Psv5NX5ja0XI2Hf6qF4rgundz6/Tw2DOWIhoetVunf3GARcDu89NuBzobuVlWXZHAS5bE1frh55U4dIgwknEp4YlBhayKm1kGkBpTowK4kyBrmOEU/iJ11e4msIQO7gQpcpThfkdhvBId4C8QamIbeHC+14gYQeld12j8A7U0GUohkZy5EJNPCsJNkCWAxoI5TOJ7AQmRIm7OBEBK8/gMPEYW9TXYsOolQbgawtlYNmMliEsibKICfMcbYJ6pmswy1r9kAgmYrHDUWN+PGlYB8mPxZ+svKzlX9GtxUppPUErz9InbKpycbKciiz7xMKHKXQtJYdHLeybroKp0gDUAq/BTsZrrQAwIMl5rDwApWsuNmuikY9AmI4dkBW52fPXtl0n51kTlwJCXYU1hrFWoiE7YJ4B02T/VOvKRYCiGXAq4AnDRArnmyKertgTlC8SQ4vsxcDzU1SfeKhiKn+PAnmAfD4n/9jGqdEQixbqIkvPewXj6z3waKO5GaIIVjAobv39i5DXO3W1dOX8uL4eXrVPLr+57tPZGCSzggGQ73NtWWnPvWBjeGl86vXA09zVFn/qLqLjXBv5iwEXIJ3zg7t3OwYkVUw4NPJUcmADUOPaAzU7s2DCF7VGk5HQ5koqTeEUQiNBCmPNSUnF+nlYoYrAy0qcF2jObIXtqfFMJTNuCA+SlfE+EpodHai1YrF0IZoLxg6+4GE+cymzUMmiV1xP8sCm6Vk44kAOeUxcFYILA8Wci7vYF2N2+xheGkg13Ze40JTeu4CTMl1YSCMZzq4xO5MQ3T2ldc30NMDxyQhr6IX91z2VILEzQ2BkxXewkV9Q0sHvPy1knqhWbuJXW5ZJXI+eTBR4V1FfpuMtetiVZz5lN0lh5f71lHzDzoCeAV6F+xdvsM/bhZpgaQ6BKPADoIX74ky7KL5Wc3ZQFgQVs24aQW+hCdgcRG49Pl+Ib5cb8FUUvz5bBBwTYKWBe+3CBsJF5YBD5pkLuRXBk1PRY0ivt9jWVvHyZ34L18NwhOjKvYdzYvX3s2K81d0cRUOgwaGgdMxF2C1QToMehC+j5tqjYqaSoDeHIKZswFxps1Y/sd/03n+mf/51Uw2m6VaAEfQFXeQkL93/rgE770z1nd9T8H1Ix0p4FxY5apDLgFXRyBSExYVsBIpom8o5X33WF6BTC7ewjwNCLMAuAMhKKBB+UFew7iH3UYoo1hbfEk8A1vTHu9rB7Pi7FXyK4RYFxLiPqBl+oyfiNhlWiJrrmj74jDTA2TPMB/lAwdL7ocVMwv/UnPcFCl4N6J3IotwlZ0ZW4YX7qnyeVDFQX9YNNTPAzMG/xxULgkRx+Ms7LDbpNkIgfnNra0kP2ndRG5EC43ElJSiQZxXowJexBHX1LBwsKqyDrhAh4xnCnL5oLIwAVWILowiVJEZPEV5WkCrH0AJUtzI+tL5zvp+WQc3ummUgYMdAYaj8MA9trRbiHcog82Dd3PiDrQY6WDHGmxfHABl0jxYLw1jRJUmmRvP7Cg3JyuB9/qBffsBu7dxFrQSSPCRMss8Y0AxQmUedSCpG8CsgJ5k9Fr9JzzpQRO6xnn8fB+stE7Kfj4I4hk4+c9/lAZrXRFvwyoD7CmKeTB7s3yhRywCV2FxiyoaazS4BlcgsoLND1QGOKhcJ8ojqvnS22nl4OmWTig9L5F6H3MD5G4vpgkBl+CdJsDc5HcGAsCM1LQFA0fRwNgdAqKUxtxla3AP7V2FhOu2/RkVO3hGI3Z0sD2mVYJrWw05gzqoFzfgB68+oqVWE5c7dfHmYeQF0oZXYvEEFGimwpYhFU55wCtQqjgKzjCfy7Ag0oUw72dzgImFsE9VBuOpXBPti1nmlrD0qKBlxwjgkOf6YvFAOFwtqqvqoKwDg/4OaoTj4gYXAjcDARA5mEs3frgkojivcCkG7ikz4OjCTGHyX3/2A0Gid+H8ZaKxbp788BPJGOYmUhUmJIldEtQ+HMOkknGTe11+2yR4b5izqIjcYyqpDuHqrBdpueum5QXZFuQ34alQAZEcN7KZ8GQbY5lpDv/h50+ZhXUAyE6cdqWwPXi+3xQLwGRowL4hrRuhpkjgSlcm2SIHynGQRF4uRRo0uDUv82khlvXZWkXpAUo+giO2nYfyUint938jBJEGnLxVqHBOA/0AjBNlfGHQheuASAAHY3AVmjAjs+NKR155c6868NRDCzz7T7bva7vWn+zqG1EeWr/Qv2l1ywNYW6R5YMw951DP4VG6d7vmErz37tjfVT0nsds3lD79w5/u6t138irl6CSSYyeIGHPQ7sUl//AqTWupC0rOL9cksmNSQKIjEDMYhCLZYMwQ3UOmOHsN2BiBRh7Kw6p4aI0HMmCGtNTAgh4HsVuLr4Pc3YmIXtaNxVMquVCUYQgrIOuFbXRobVsLKi6zNqCLAa/i6SfBy2NBm/sBwpYydzcExBvxdCZYWR3BYlMt8vB05SR4JcFCoCBIFkvh3hol+6/1nuuLM68V6/69VyFAMQPSP/xJeQEAgtOH3zq/SWegYmla9Yjde956bNfuN6iIJmqq68XalQ+YTzz6MbFp3Raloqzaml8o1zaLt2vv22L/kXek+BEV0igvzDnrLB8bP/k9k9NLqyya14EBSDXjE6dHQgX/oTpADi85xiOguCLONt6r99yM0J7yUiCQE8CHl8F0fwlE71dBpEIp0Vem6fECbMjhLQbe04Nm0OtJz6upjOR6U6IMyPUL9eAWdyjiGgSBewZMeVK3frlHDAPfpoCgOUZE0n4Q1DzJY4iD6D3bpkvO8Ot7aNFB9V1qf7sh4M+VN9dlK/RcRt13PLt346qFSUhQuOMmoTb3/7gE79wf4znRw2u98WPf+LNno5nMwGN1lcG3+vuwVkntFuI6BUbI80rApyYfWu3zLWrgAmcRnuw8CS/JAQDyzYI9nAQndgQcgx5Qp1dA5Lb3GmIHvKnFqWmBsAZHcBsgzkDFFcdSJ9+N9YfHo2eA1E+krLdVWEFphox4eLYHCLLxwDaZwaYgnc+bqqZALlcVA4NDZu1YjS8sUFQko/wuFEIA+0xRdpKLFgkIkhAknhUQJZSrpHzlqIA0sIiGI+gM5B8xMG645yEQAe8U3D0pP+sEBr8jTjtOK141/KECaQamVUPGsJxvAwMx6Y769Lkjyqtv/ATc3uVi3eoHcHrTABOEaTESGxJX2y+JE2cPQD5/ZHuDqjzOU2+G5+Pm3k6Pd3PQ5xX9w0lxn0+8DTrrUZgX9NBLYtA0OpCsSSaGB0I0kZ7WsMNWYOaQrnDzIOTUEVC/NTKN+0fivqWgLvoBpS4ghXeGYekGOPXJKsXfFPaD2wAkjOF0Erzc2KRg4s2rGBktnykj4QyUrCwA5+BXANm/7IIViGFDfPPv01BKU8T6FZoUSyODIQn8e6k9L85c1uGGWJfEbt8gNi7A9y1QcPv441pk5aJUpAlIbdmicO6d/cLs7C9LYRiDzja4Qze3IeASvHN7fOdE74CQzNd2nhgo8/ev+sIvRI0jFzVxri0tjyJJXAFPmrAjq/i8agqMYC+VSIg8C6eOFgcH6Zg2AI2JIBBoDY7CWmHa5rG1ijgHLd/vvgw3o+AWlOOLoPtgcjcnI1i5XJILxOPPAwmLG0QZRIiTSScTdwUZB7FJmINKp6D1l4ExYy/UOch1TdLoJfpSGrDQ+5srK4ZOdVwU3/vRt8SvfuZ3zShcAft9AeHz+iRxSwWeZDomYiAy+uEieGC4T0km4uCyD4lYnM4kMiIEjtySRavF+rUPifJopcik0xgzWmNgjWNUXNqQWfHMGcAw8+21KQG5WcCGAfMasNUwp1kXf+ROcitHJUxaLLGtluCtBUQ2bFYHu492I6PYOd7QdICYpzR2YM8BDhyN41QF8FgPOU6e0pzvF8blYaFWKuJ4LjGsHj+5d8Wxk3sBPn7J3PBaXzM+75Gq6qqEfyQl4dSdF2eNuvLNB7/zNORCNdE7kBLv/7c/3FqXzhzGRnDDMCoPCqMXhVgEr2o5ZOGpDvELPRTSlFZA8yZVkUfxjsbajb4Hr4RCAL9VgMhwTsFJmam82C/E4oCuLa0IYcRGJKRsYpPjymM7etAEpz+TT8QjKIOTXJ6y3R8V4pNZIX7QBx0JyJn87fMZ8bu/4oeZMlPsP5EXp2AAuLsPm3bshMjlXQl7vB961CNWt2qiGQQvHLwBP8nNiun36Z6+IV9sfkNNCAdWGj8jzDs2wQ1zHAKYjm5wITA7IYAFUcrtEhk9tH5Z4Pz5PZmGaiV49LKluUukSjxFL2tElLC3mPX74DgNaxwXSWIwItTij920MslI2vCl3O/2Y1kxAFEHhq2Q76WsGbW0Jwssn8vpCXAXTuMIjQEiZ6IK6HwyYlkmngV/cEILgtfMp/MgcsFdoZUGCTepw0zndvbhstVYQ9c9dUa+tk0VV3/8wl+3vPTaD+FtrV6KN5RFKqDg44cjj6To6W0Hx60bR45xELg5SchI0IP2wJVV8CdWr7hf/LuvfEM88uAHMU7Q/AG3mAQzAwk3/Ocd/9zxQAKNP7aJBCh/DIwjsc65ZbX55tpL4lWWjzJpOsuLDQSfM5mkCZlUc2i4X/CXTqek969opExUlteKaLRSCYejELvWAL8s4A3KAOEGrrqMvf1/2AcCR14K1ZOQ5wkBPMVYPwA1SsAyqSMQquCydkIZ/xIU9Ol6eB2TZfAiR/CzUPzHpIJlMFNdXF3ZXxYf3irKK4+kPJ5hVIKKMctzOQVMQX9QzzcfyOlLwsyKH6wPdv7hv39yGatMw0JAGQyj/fA/f0754h/9aJ2GM4+kqXjKFCPO9zLAAyHrx0jzJESFh0I4vIFYFDwWIprMZzcUIEAOrS3acBQblKtQJH6+X1Gf0Iapy2vAjKSKjYhFbAKovAXjAuImZk7PZigRRjk1qUxAjv4HKoXoBPH880FTnDiXF7//Z/DKBiYFD4iqyhWx5X6P2AQKewUU2aqr6DGTmMPGIVgT4IkTX69xqV1Xzl/R0j0DncnzVwfe6h2IwwmeLp58eLW2YXn9g5iv1oftjuScg4BL8M65IZ0bHcI6BkRoURTJdHYwGlBqc0b9uRd29N7XF/PKdYULD3+01gAva+D8gNGbNbw5HGPRbhC9f5ILQyJEZsAfmiUjs4ce1/j+3eM5ceB0Xq6bq4CG12MlxKtJA8sjdzeGxHuwHOKMDhwNRTQBVZII5jNez+ZgNc8wvfUVVcbZkQGIF1BM4foCMV7j1WRixdbqysvnk8m3+1LJqsHuy9GezgsBwMSDBQUlgG2iKFlwjuNR00z4PWoq5PPlYV3D1DBWvbpe3pXKrCdxfeL0AfHv/+Bz4jc+/3Xxyx/7NVEFRTgPCKE8PKvB3BR+5NZbIyIbjLGUROVthK7FHQQrHEQovcbB2xZ6SAlQTCQuqBSqQePIZc2C4MwXCE6LKB5vFlgEIIlB/mMgAehH+V5sGlLppDh99rCx79Db5v6jO7Xzl04p/QNd8CKFyVYIHo8XBFqlWARlrUceeEp/dPMHlMWL1qj0UEfCF9bj0Ca0EU2wWlH4Ky/WvV3W9K9Wm9F8Ryj0hHEonpDhWEniloQtxFskkcsZgiRwWGKyn/HEoNnd02mCCadxo1rILtvcnxeXXkgrrR95bGnT0bPd4pX2IfFbFbACgClRuwB6T9kzJHbljw2xPPqBwh0aWE8OY2ngQXouVB4D8Sw3xUY4oC2bXynbybQjg3DCBlmmP/61T2i//u1nBUT5Ta8Bchnv+F2jAhJh8juh4ho9FFKswQu/N0AiMgmTucEaR34hi4Fn+wC1DkyW7cOmaA7p0Uq/pz+rG7VgOPBD4ucjlZCpbwFxMLlj41RgvHyHB2xYxKdrQPTi7XGcqPWjrOVw8fbrvxyApQbshmAjQzoikvPOqp/6y8NgZlA/g1zg4+fy6gWc6KXSoq48uquuvgpOLMABDoWE+KNnTsb+5g9/ry3gyS/gZ4l5i1kim+AO5xyBAKaiG1wIzD4IkK4ZGEl2/GzH6bP7jl+u6u7rq09n0rXHzudAFBAFWoiQmDKHRR3rjugbNjLfeyUZDAUMUQ7itSIKLV6sbOXg2pbhFC0chFIDsCblv8pA2F6BsfLXYYYMJ/nSOPrWKIhWLFnAuRLJTgQVtoBsAMrtXsICyWecrooK/MjZsFqIm1keQHApAKeWgUhDAhyuiqDXIt7YBdIlVtdKe2FmhgYXtgixEE6ORHlNdX8ikx02VDUFqgYUqgFSDLRCPtecTiQAaaxWEGOQgEFJ5U3z3uq5ck004tASJiLEeRwj//nf/A/x5o6fio88+Wlx35oHaW5Kco0j4XJJQoOzjI0NiWAQJCDmSASjVAlnSQDLJZMEFpt669CX6zDmFcsOBEJQiAlA+zsmrlw7a0AW1OjovmJCPAMVwbFIWaXZ3DBfaWluVetq5qllENFgOzPZlLySqJVBpi7cYi9H4s/j9UhOLu/pvGB4uN88fX6n8bO3njVfff1ZD8VAkC0f9nn7Iz5fLBIMZCB7msOwqfAS4sumh8OHj+6oPnB0R+hvIWLykfd9Ov+hJz6jrFy6Xq2A22cS3YQb4Sf7BPqCR8ccE6tZDiJVQtRq341/bdjyjXXPCcLtjSTscU9ik15crfHg18GyIUcJcjGdSZnJ1KA5MjxoDgz3mB2dV8SV9vPqxbbT6vnLp5XLV86I94FClXkL4EL7jGdNX+v+H39RhANYqjAW3/jmdvFXrx8TiyA0tDB/IYZK8NWC4OUfBuS1s48zCxRwC6NlVvNEZyi4hVxduS9AXH8HKGlUXAsE8fTW+8QP3jikbMhmngB9JTfPADtleC2CF3H0UJjBZnteTa1qDvSMUyUbdu8FAgPQFNQjW4nhG4Z+K+H45qAZrfAqPf2GUQulP4lhZFoMIj1ohsEt5xxzBg4Xufq0nPH5OkV8q92UhG/3IE+FgHurIU+NUyoeDsUTOBLoM8U5yPMeO6eLU5dyoqcfoiloSBNYzk9t9om1EDAGkWxWYkfjgxwa9mOirdNIAeVF+NFYeITfiHXK6GyLe3/3QsAleO/esZuTLbcRTHvPyNk/+e7L2b6BjicWYQe+ZLUHhsU1PeT3iFPXPGLXkSxwkvWPtA+PIyMBka+Iat441HYvY0efhGHyNDXPCoGEMgnhBrAQHlrplR56OvupKCPEIyCKW3AEBnw7pcA8Q8Dmu+NWchh6EE1AmkTTrHE0up5SkXcikWyqkU756LgjBfNKVREvOevog4TbdeCNbp3sJl4SWspwX181rvwVAzlpCKSpuOYxsCz+6LOYivCSG7O4EqaiPKpoB+148sxB+QsGomLF0rVi8cIVYvGCVfkF8xaK+roWFUf3KsUmyNWEPWAQKbo0i6bDfSuJKh5LwiuprLVIZKJC9keOCC6l48IG2V218lhEHLm5oXBIEnSd3dfMw8d3Gbv3bQO3dZfn4pXToDllTuaWgdzWJQtXiY1rH8lt3vC4umLZerW+rlmJQL6ZHOBCJYW2UJkmDw5sVsTA3RwY6DavdbSZF6+cMA4d26vu2v+6BgJRRPy+7sVl0YthPZerDYfLy3ze2kwi3pjPZn1Yko1AOJRMG2Zfj6ocikP1sDeXXfKTF79b/+KrPxRbNn8gv3njVnNp6zq1pqpGCQSjCuWs2U4vfhR/oDFZ+QURPvwP4ng0fDgLEIO+yn/sM/7zGBpkM+CNDQjO83X0RdezJu3gst3JVBrE7bA5ONRvDg73it7+LqWrp13r7u1QO7quiK6eaxg30DQI+GQSIOYhmSkW4NO05HULjUCz1I9uWQL5Sy+IGYwtZtKXH98s+vozYtvhc2KBIZ17yeErDkfxRhp7KOmPrFKomDshNPmlpLnr6X+z6lF5qo7KkuAEZiGQT4Ep1rfzxGWZ4Y2CfNNWnzIIGHHOF4hfYVJfgJ4K/dh88AVH2obh6BnCXPdmoDgCRRuWYRd8BMRpX94MVytaW94E7EDxWvCybCQT7hXlAfAMChjEATLsrQRoWcgBQ4kNRO93OmAVZ8QU3/x+EnMgKIndo2dB4F7MS+sM9LZJXL90vkd85gMesbJVFc3gSoQC9EHMeWxVTdNlpy7mxMola07j3ebhWKI3HA7BTLtShkQujeQYg7v91h3Mu30E51D7ua7S7BUQjfr8tkNdHrNz6+/8UjRbXa7AdgDkvYCkqFkNE4qy1xAzJdMHiyTkHMGlXdjozX7xIwF/PueF0hQIXhC7McjWDtEcGTDl0Ah+IFDpj/3HXWkQSRbwWsHx3Ug+JMrH/+KCNRFoubBRUa0H2Jz3DWgHDdWzSKt1E+WeHe/YXbRVUfJ5H/qehz1Rap9L98K2+tgELSXoQa+gDAwEzZjx6kjP96CcRx3zSvDa8OF4ktBuCJuiym+KgbQmhsC/HEzFxKFj78ofyvOQuwonF6Kqok5UV9eKpYtWiYa6+aKutknUVjeJyooqHGdW4FgyAoKOViFQg1zLKFtLERZLoYv3lBN2EsOS5MPJJQlAj+ZBg8kl0qVW/8Fju8z9h7fru/ZtUw4c26lRxAIIc2h+efnliEeLYwLRRCxa6NUG0+myc+ePLD59/kj4n158RqxavsFcvmRNbmHLcqWivErxgYAmOLLgdCdTSXN4uM/sBOHX29euXeu8orZ3XqbTBMJTVAUDl5dUV14pz2XLApnEQwStOZQRw3xpBQnnXEbKOVZWwgJUJcptCIWPDAXKT3ems/Ne3/HiYvygEFgFODVik1BBTjUUdvymzxswNfTV6/VKixyq6uXxrYSBxaHld8AqCDt+lDx11uFcgRsMELp5Xclzk5HPKpTPhsywAlEONZmMS5GLeCIGV1oxyRG3ypHfhAFGWn/Qqw4ugtKjV9fTGmwJ+g3dXx4MlL/ZPyRPV0g0ys6BHtmXFtuf3tyyBckAFxi6HdTxXefF1z+1VRy70m52xZM7G8LiIQy3x86EFsshKcDJjrYfUQq4jWvXCm33m9p5xbPly7+4FmOC2Y6PuO9qjghIitQ8s20vNs2DxXy8eSdrVj7B7wP3tqw7PRSSqxiLJQI4WOIHYWL/xuIkXuCVdRb6hLt7K9h956lXKxB7D/B0p65H06EwBKSH5fcvIYKE9JxJnQq4O+c0GDPwA0lg4/NQVIiuGiF+1AvvloOm+KPv4jQF8Zyvi1s84hef9InVSyynFHXVsIXGgcE/0rhAAwhYM7Dn6h00xMCQKV56C2LD+lDg//zOa4djsX6/ppUZDfWV6fc/uMC/enHDRmtTJIdyzHa5kXcHBFyC9+4Yp3uklVjawTxSoBjSWFsFTxKB1LxaM0CZXHB3iDuxesBqIpYcUlO28fc8MFgmmxPzmiI5+K0MGhq4vUGo7MgcIGFwJZKj7U4SWG0QZfjuy0kc4eNsE4hwC5AnpB8mtblrDwI/mh5g8D2wA8kqSOg2ojLg27syqKYRhLztUDydrQHBa5AILBCFU1mnqdlGONgrSREGU8nMxJSnpuxdU8QQDfiNZFVxpBvw1JX0vKDvgOb3e9s7LzRfuXa+EWWq295+AblodL4KSltVoixaYcAmsFldWWuCKFaqKmpB6FVDkSss/IGwEglHIcoSkrKxXr+/SNiy3RSPSEP0IB4fhjjBgNkLRbtrHRfMcxdPigttp7WOrjaJI6v9vtOtVTVdWiJRUaEaTbl4rBb5OfygblSjwefvmh8Jncn4/SN9eb0aFgJWHj25FzwtEEEgLklME0SSG02HCI6Ag4fe+mi0o6oiMuyD29NAPlfnjQ1tZRL0l1M3h82EpJ0I58LY4E4SBngEFY9qvMnEfbW4qQ4EzyeryrePoGWxfK6y7dKJakx9QFb4UJZsE8ueiYD2kOjHiOEHkVb0MlERCcfrg5605o1kIn5/HjKwMDSV9vsVMwytrnC5ai6Nj4xU2PWbMZi1w0YloED0ApESqBjgdzLK499cN0/ORfZ+oCsvv+VkKiv+4LMfVL72F89t6Y6LgxsblY3ol8wm3S3aBY9xRTp6ahx8Oysuf+HTazbowC3c5MSHDLgb5GYIRNBwXDy/68QYuYU4OTTSz5qIe5gWHgpxA0Mt8FjIUeXPFonigPEkiCNPQo34iHEMbMe9EjgwxI3c8q2BzbHhrKlmMmlOC3x/+AMIAjbYOJAgJbwI2fED8Tkt43ysCnLBYAS/OWxKm7zz6jXx9a8ERGuzJsXXbNE3cnozYEzQbm9Hb15cA/4/22aKNoivdPYasMwBGWwgwHn15zfXVcHKDsqJBDvFBdhq/+HLnUd//zc+PhD0adVoFbthHYuM3zz3zSyGgETms7h9btPuIQhwUfd4NHAbDfHJD2xY/8d/ff70G/uvbQj6PcZg3IBTMGvRuNzlkcQsFawYKPeVof1Gr6rHkmkfiSeaKgJDAUu+RZQyKeW0NGianQMiS9LAI9JshKLDUhyR0QSvVdrkAGe+nUMWp4ELWRMK53EsD2mnWsbktdy+FB5FgYSkOhJLZmvIzIMtXhIZ6Ap7M+HaMyONZC0gyORmhDb+ycUHVw/2ONWBlUF/K8QVAjWh4MVTWbjV0o1F9WETCte61jncB6sFfWwDcjkDlFdg4cBSAIOiGZTA+EzC01Ka4oZJ9hEEKI/Kc5g/GYh0JJRkMgFOkcX6JyG6rr7ubIWhq0oi1qIN9T/BWrC3kgFNJn1GtpIq0qmmEKZCCMRzlT/Y2RINHdPKKkbiek7pHR7x6aaOqYJawU9vqG/IBT3Qz0pnVDWXC8IlbXnI1BtEfHg1xANsnMxVn8QkaSavTQOMGg2b4EYatILpSW+pajq1JCJSSyoDgSRUOQdbfJ4REOV9ms+fgyhITtE0I0cI4kOTHvVIslECgJREoSBe+UjiGhfe8T9Y+ciCOnwaCkG/zXxe41gYuZwPlDg/SS/E5Ws0cG5NIx/MDcWDLMsZ4hB7QJD9s+ND/oAnKOKS4GG9ryXMd556cNFj0bBfyYFiAVhFCqc0YLBiDFXxX/72ZZkV4t8btl0EFe0VOxCxxZq38hVBhZJGB0Tqh3fu/LkR8P7yH/zmFjgoyGH4wC28lJV99UAG+W+37R+dyfHUk0x9Ap5aLI+EqAwOW1R6KqTHQjsZK+aPk4PH+ZycbAgHySZ+eU+cxHimneuBMOBnU4m5tgI4+BhO7MjNTeWBZwoAyBP54J7KwBMFvrY+PCGerrMsN5yGtYZBnOCdvayLByD+NpLASV6PLq52GOISPGieu2xInY3+IQNiRFaFFG9Ys1SDyINXtLZ41Ppq1awq1/QIkHlZRDH/6sc4N1SaByE/vqYwrzhsbKMsAPN0kpZO1Av33Z2AgI1c70Tdbp0uBEZBYCCRP7vn8MWusxfblWtdfdG2jr6WOLg5HlUaIJILMBcnFWejXBS5uvKaAcFLxbN9JxPGgeMp2ONVTCooRKH2TWW1CCgR2mFcNs8DkQZTvLo3K+W9aND84YiFPInBSqimUW3jA9P4kegiFt+jBaQJc77ShTApjbsV+8HmAJwUmVA8k8sIjmQtCgj94fpzW4KEHf/gl4TMZIHTM5yJx5ZB4UrzaZ554A72Ufa1mfapIIc3gh1GRtcyD9ZW7wkY+fK0qg4nYKZD7nw0zdvR2xvIJEeCYAIFsFeC0IQAV8miOXDPqUOqPo+bLBBhCqzP2OLKihhkZbPwa+qH8eAGX3JkfT6TcRIz5PIwr/wVgEM4EVQsTzMzqUbsoRoFPEXV+nzZSmFk8QLEK2s1NV982ENxBAdxBjEBqySkYPkEA+mh6eBntofp2RbZxlw6jZkvFdARg6hUgVJHJKb+LQf7exnFMmblqaTViUINiOLEwsUKpPrRSru9MpJEDpWb7EQHM2Lr8/9mI+Sc85Kb2teRwxVJIbHw7O5jYjhVlPFELmw+c+IJXHZYQ8CYsQMYenuHs6nPPvN/fFQSu2zKtTMZkeWOFyFpZMU7xy+Nnfl6rAqnKtJ6HghebMw8IwB89fXX1+/YOJZMAHBOcwQYx67w5ySCOeBzObB77D9M5NJigwYR3DzFVSTWQTxxu/zuOTMmCYQdNxMVAPxXQPT+SQc48yB6/+FfM5JrC404KKvpcAoCHFGQwW6pV8Qj671i1WJNLIG2LeV7qdAcxMfKtQRcYCWZMj2QCzZeezerHjgZvfTRx8t9x893HOFHtWj+vEgooFUqRrZmkua5r2cpBDBd3OBC4M5CAHKByT/7/rZDe4+c2dhQYSyqLhfelioY3FyoijJ48iJC8mJF5IJA5PjWUY9yDIsUHNrL3Ta5gbTSsKBOKFHwKuExzUikTK29TxcXMuAOActy0YkEIYMJqokyd0FgzK2QRSDCpGtKItDJAtEw8+6ETDBxKBer+WgUP6K7keBFf+TKAtFbP7i8KcgySllc8M91WMMFb1yCezKwzOh7NgiOqyTVhiPwGIldRJl+vz8HqtU0MJgUFQZjDl6ZKG8phir1zJrE0FCVDwn5AxeTZ986RPd000fRb8X0eL0ZHB9kNQ8cBGhS8YhTQoE8KriTWR9MZFWBQ1mrpRNeM6HDyhRpV2tccZEELeGFH9tzQ+C7QqRN/EqilQpmiAez+HrIkvgsBCeMWQZ+Y5Zvp5/C1VlGsS3OfKzH+Yz70ueS18VHwqwY8DDqufgCN846cD/682KrSoIPXPUyQAki98berLL9vqW1j61dWqfm+W1DHj8G+2TMloeg5t+9fqAkd/FxS8Dr21V8GuPmeN58+Mu/sFa8/8GFkBk1JLGbolAooEa7xd/72d4xco2OIoeZHgnhmRDEFPZX0F1D9obRqUY/OQHM3nMG8FTDJoA56AQSr8QnZOs78yBqzgT2c6lH8XVmlCQ8ZMJOAj5oTCV8c7ybshFcwod79EU4Q/hCrSL+HBQ0Xcg/93pWikg11Kri/pWaWLcMtnlbNdEIApemyyA9g1MciLFg3Nt7LdGGC1Bwhn1eiDkYNHemgvBFutz8kxdfaYb8Lk0uG36fJ+fzelKt82r3ffpDm5X1y5s2ocncuc3VoZozc87uCL8tN7gQuKMQgMoIDOvnvMvn6cFf2hqEOTHiD5iKsS6ybVzsuPsn0bvzaBrrDc06WRzeNGXCwOXduExTHgKCwzrE5FI2lOIOVF6jb/V/ficrOvqAIRHuA+9rBRAlZcFGr8by9Q1/mAvMYnEYR2XnCswl4FPpQpiL112N8Qw4oNOU3LWBpPLjHVfVruG01uTx4sRbEps3wOI9i+CgIUAvSRIgzdWVKTE8yCjI44Y85cKjt8fioE0UcxADR4KhUihXQexuwi21leRQFsQC5MmoNS5YlbKZKIzZj+I8smA72HPAABHkCIUWSUJ0qkNMgtOZ1i7DUWzxlmntqouRM3hT2pZbLdrZL3Zy1POtFJ4EIRvDgB4Gg3V7ynzi519/H+Q7IZABJNDXQUt3UA5Fb57be2KianKpfL4/MkYKjGr2razp+9jWJeK//fZjEGnSxbVzWZEcwdcr9zZgNwJr/OzA2TFyj44iV5geCemZkB4KIf5Jt4+jGN2jc0z8xAnCKc/tAwHKHycFiV/5QwSvMwZslHUnA/FlmaZCAk1NwY5xmU00SqRtNWxaXaXM9INRKrEp4ocwR8ZyWsHB/d9+IyiWLfRQTljwQIBuiU9fhmu9Nl2cbzPEORC5nVgPsF6AoYJdKU4OoSAt1sFkGd0RV1bAWz3iiEiIFSg2NzCULz9y9lLD//yLq4nf+8KHd27dtPRRmBPMgyJ2aak7OammWLc7SFMElJts5iGAHb1UnAexFf7vv/PxTW/sObN997nDFffNjy8IhfJRWFVQ6EmHFhfAqJWnskRMHX1wKgohXQoTErmBU8P1IRf28zQe2Mn6D+UUIDGkq68CkQpj45TbZaAntSfAVxhF2sg3Y/9hLn4odDKxCxwE6LnI5wVYjKeFmccu/k7GkrViwN1RsM7n048n0omrqURvPXTEFvo9tWCh3l78AGByPEnwEuZRD1YbO0Dmj4aL+Mg/Q2neQf66riYu+nvsIWfkTIbr9d98qTNRxs3XfpfkTEB29qfJvHkOogn/y5cfFAuayrHBxbcGLv7IAD48fOEkOH7w5qGJeuSFebDa0gT47DvezZlNWzbOE3/+v39I9PfnRMdZevQrEJEYIegOiP/nue04wZkYK+CTv4rkkPi0PBPSwkNAgaFjylnPQOC854+bexbKwI8U9VqcXzzznggPlyL+YZ67KYAshY0QMO/BkIApQaohy36zH0Th0+kPhlHC48PA8x05Rbw1ZIozl3XJ6d16vyl2H8uJUxdw2neVLs/BRUb5UcjpVoC4fWS9B1YdNLEQNiXnw9U8Xc5Du1KeBHJjw+BsC/baJk2hfePbiTDsw5uPb14OkX+SzBwL5IAeCrJZGRnphlkFgdu7oM2qrruNuZMQILFbQA5AE6rePTDS3VJfWdvTv7D7H7adCBtGKhJLG0oaCIrcHaSViIeLFE61vTVRqFkRIQFzpjI56N4oqaGE4qWMLpUOAjgehetKSSINQwThX97JQH4XftqR5SkgunLMfNDRU8JMJMJo1mZPDIoQWQtqzVh1QDOPyzG8k7CdTt3ogsqjxBoj/8CWSKBLMfSgauTvh7wnBElub0BbJDzBfJOrjB+SDPZigzYqYMTRgkR+CCKiUOznjDDLFLOKx8JuuLsh8DhUPt+AtMr6ZfXi3/7yRhCj4OjiG+u+AicjJEwxEd490zZpJ024j2UiJMd0EQpOqLefyZuPMO6v/utHRdu5lBjqLhRIIgsJqQH7s4PnxOuHzzPZhKHZ49k/BJPdUuYTrMUMduIL4KkQVDnoNxk4jYth1EMxdno3LJebbFv8gR3kwi2vqIBX/liXXV+hLYiZdUE2EUgHvAt4xgRnH/SugOFJftAysG8cl2JnrOhx/zIb5XkpN/SZGiG6QfSego7Fy9uz4uUdWblBKIcZnhWLVEncksCd36iJJhzRRSjiAODJDQaATIsxtOiQBkcYS4tsh2wL6sA0ETDNLS51wESfWXXxMx9+sB5KnB6IObDJxYD0rphDERqz62bUQM2uprmtmcsQILE7OJK9dvj01SunLvXmL125XBUbGVzk92dX1FRgBw7tsOoKj6iEeAM9o3nJ1gAKBH4UP34jDSVwiDQAQ5ILBH/2OJZSUq/szfreOpgTLXWaWDxPEwtgXmYeLJ6/fTQvLkNTl2FDWIhVEGWg7JcsUcaO/4f8HjgDg71dIQ6CmOYxOpVr4MmSi+qcCbB7ENB0feFt75BjELjg8XgSjDwu4Nkyv69iuNAgyMIGc5Aqxnh7zvSbHsI+6tEui0R8USGJo6Tb3gu3wluEAJ07NNdFzWe/+WmYhbasQKexQR3q53dL0gMymj99d9JaaEWCiTA/9FN5c1ePIR7EPSUCxDtv9ormyjLrLchhcmkp+/+t594Rbx+7yCQThjpN2YUNVxVlyEnwxiBsTjlgEFoaN2RjZS7FEWMmGivjGHF2XhJnlKqyO4pv5Tr3Fw985o/v+SttA6LueACjlCg9QfjTWQwsslj9QctwkmZSORiHe7IfU2ks+wnJNVELPvvnweP/FhgTxNkkUj/5QZ/41Af8ohzEbRDammSecB3JgrAlx1ca9StUYsOK+cD0l6IOtv4Irfxc6zGUZ3+Wgae2pkEYfgmAy7sPojeG1+dXoiFfYEVr41Lop2KFccNshIBL8M7GUZmjbeLOF+iXDgrUHYcv7XjtnQMV/QMdm1tqTc/GhSq0ZjVRFQ0ZoaCpEskwNZG7vcPmPc0SgXvrAYFL7W2sgybYBAblflOPrvX6uwfoN11XDuJslFzehQ2aoPIalc2qUSbdB09nBSAiJfI7BGKXtncZWhABow9TFomwct0VfwFhGdjt2xdQG8kFauGDey/HyqOYI+mRkUo2AvPFTMZikcpAKLuirmbfYCIZSaXT2vJouDuXiC28fQ11a3ovIEBit6E2Inb83ReVDKwyMJDr2n4epsLw0XtBaTyzbR/mBonfCcM5OMcgrUfiSYN/mYeJMuwcX/v2c+J3P/GoWDW/DuIRefHi3lNQgL0gN812mvGuMKW1vcmjbL5gmLtJMMFPiUnPhKB3BT0VFvLx+0HV4wf7AxsvxYSZHZmc6dAEaRKRr2mZmR0mhS9NMxbuGcc8k9WPJLcloD2wHmnm6SETAiGmAukl+Q9/zkJcySyz+jApQB2tZR+pgLwM5ObTtYp4ppsGksGoOKmLj21FheVwbxwnHORCVBwobrSJeyguJ4lbFoSKad2hb9AQPfh19priapcu9p/QpemzuqpL617d0RmD+C6cVOganLjAdqE3/uB9y/b/5me3rkc5XGncMMsg4BK8s2xA5npzCsc94pW3jgTKvFfXfPZTYTPk06BVjyNrOJfIgkNDDzgpbtcLgQSv/I8/UA4w4NzIE8L22wMWAcUWyOENBUT20bUeH02RDYA4pb3Foxfy4h1owZArSwbxU+UgesEBIBdxKoHJaM3hKtgph2HehuWUAztCn2HWLBxT6cc00jjX0Wlku/mkrFBWCthynYH8rjzhDKrqQC6dWsCSbe5ZJJ18uCHgGx5RzcGsRzGCqcSjyIb/xbWLyd1wF0HAdtv7h//uiSJBS2K380JWZECt+EGFvHbonHju3eOT9grzZwE4vCeZ8E0oso6V4dsv7bQmCyadvZEeKx0yk1aSnLoNHuVQhSoeRhbQkxTSJB4ChxcEL8rI01Mhy+BcZJqxyrtdcfwYuGXgj8QvG0PiV7YZVy74BAyf+Y7p70RAG/zg6mbpIZP2eEl0knPOcAGs3UNxIe6PAFdPs4HsE4xPi0fLIM+bVcS/QInt/FVd/Mn3kuK/fS0EhxRwdoH3PgDCBwYICV3OA3J7uWa095iiHTslabGh03JKQWU3Kr0xLZ1SbN3kFbWVqrelPl9VAVEJLwoLB0wQw6nwC28dDX3+Ew/HKqI+l+CVozm7/nD+u8GFwG2BAJAa8RF/4ne/+MHoD5575VhbZ/faVQuEh0dMlM/lyaCKo2uYyZJIkFwKiQiRC4hJ8XgDScNMeHkcSaSdA7JM4gwcclRZCIKVwaC+qAwpSkuNBy6IDeloQgcyWwu53tWQvyJHZiqBeJZMZmQVBxNCDGIFYX2QlJAiDWiqG2YCAoCpHbjo0b0o9YbKI4EhI5taZr/jFUNhxIeGoFYiyilgPBHB4szn3s8+CHAsnUTpn/7dbvHBhz8Hr3c50X05BzNkSIEJ8cf/8rZ4A1zYSYIZ9cM0dkYswnaJdl1TmCO82pzXUdlRspxMoyJLHtZ7lXMVUNgvRG8oXGnIAXgAMgxABvBMCJPgygA9FZZkv+lH2TZHbsfn4Yid+NaZh+WR+LUpW8BFImDKBJEJQAKA3x2J4tK6ETXjAVXJ5sFxSbA8HMzFYDlFAhU10Xsd20Lnaz/pNUULZMdqwKCYKs5mY1k4dx3E279QLUQ7iN5d0OE4dk4X330uLf7jF0LSAVE/iNh2yHJfgajbpXZDXLyWh8c1AYcVlN+lyAqUm2HGbEGTKp580IuTQpxA1mqiphJOhtAumMo0YYtZggwe4pSKkEffcSjn+chjGw6WRXyPsi1umH0QcAne2Tcmc7pFFGdgBxuqQss/+NjDR77z49fOHzgzsoTIjn7NydklJ5W7aYokUJu2DL8obILhqrQ0erAmKl4v5LF4tAhkYybTOVFdE0pXl/siiWRWKrucasuL1/bAoDwwXw2Oyx6LWqsfNuoWxp0ClIFrxXkcrx2lMBlCNeoDDpyLogyyf7frjwVNLLZyjDEeuJKQoGIg5XdBqIC1ZgLyowPWMbpIw4jLEriuIeeUh3N0Ye7THYWAk9hlQ05e7BPv+40fiK33LRQpaMHvPXtFnOvon6yNnAjK+xYrxsEOcx3mQxJKaxoiKZY5JrE7WYH2+4rrxK4dxarkppvKdNiUmfBMCIJRHaGnQkeiGb2VM72kRPTzpgO/LZaJz0ze8AMi2WYTvyR8ubG/lTpY9GSB9qkDwYDehw+eli4YuIlg3RA4UC4DUb+E4f9qg/WRWykmK9V6z7aTyKcc8BfrIcuLE8MLwCav786JUDAlRkAA7z4G++xgH2cgQsVQDRb+omZVLJkP/Q8otbVA96MKk4AK0BR14CaHbaAyJUXrcAqpwNw7kBGcX0RV/dXdcW04sejgbz/94H3og0tXSajOvj/uwMy+MZlzLQJ9IrVWgdiGzl7pO7P70MX0yfNt1b0Dw3XJVKqip1eXiKUCRCztIGrAvtSUhfMIyN8aIDrpalaBF1NTqWs0MoNxoS2Ghi19CMfTOYWmbWLJfPZMWzzYVAOTq3lDeeNQTvQOQ9MbSG8LjsaasPxNVVGNCwK5u6Rz9yWtIzLQzAL4UHqokhyTOTdKt79D1G0OYVw4RlykMJxYqHgHBaaqalN0td/YKGme7MZoN+buh8DZtgHYSB2YSkeONpaJAcjlVzyxWFmfwB4X9Ig1cXBEhGmEs5ybCyjEWO1R9iD3w6Ul4B23WgpPlxBMeiak0wnIolaXpn0vn4mfnEG2xhkxyb0zPYk4/mgFAnShBCI+R0mxkThgV0kEz3DAnhX71XwWLq4tN+IYP0nw8hpApWRMvD5kilUgOCmeQPkSZ7snaw/7QNG1ajT+Kw2K+NN2uB4Gcfvsa1m4HIec7wIQtvNhkgzax4tbYI6sSoNnTvQbiJ8niiRkaR2Euh9pAIabbLaNuIrcXw+4IRwHGBM2INurvbDN2/fUI2tSfSO5Cz/bcSru92vKmmXzy+fXR1ciH2p0w2yAgEvwzoZRmMNtILHL7mFnnPjLH79zfNuOA1vWtKpi9TyfqFmjirrKALypASOAotQwG+VaghxENJTPzYG6JJcWHoZB1BoCTrDS//CKCGPRMWOJnNkxmDbjEATr78zq3/pJRnv8Pp9eXa6qh85YZOkqHD+tDVsInQ2ZCtJkGiL5M+AKnMQRF0MNclbhBTkjUy1HZnT/TAkCHHcyerDRkeD1GfmAu7GYEujuukS23O5NNpzzY7A2rDyxCtw76+ss0iOgU8j4FwIMundhoYFEq3xm3GQBCUnnqMh7A7HLvHhHGkj1w4wijxmwsTbpoRAEEnT/ZUVTrovpZyoUYFAs7mYbwXL4IxDsb88mfokP+Y3y1IvhZutgVhQPP2egG8GYoJUGOgfiOgHPmQqJySpsX1JIQDWOf4JMbStweB1IRjIs2J6pBraRTIvlIGQ/X6eI73RSXliI+kpV/N6vBqWLYXjllA2iSB3f5Vgp/vPUiSdQloUGMk7I1Ye4A9YhmrmkIts1yPhC1lfddQTiEINq5PSVf71Pz+cilbBXmcBaldX9iT/9z587s6ipapUBbUrYjscKh3NJa3M21W646WYQAi7BO4PAdIsaDQGsCcAREKqDFxpwbcNbH1juiY/0H1zcFK9f3pyriYZMP72gpUHQxoCZpDclIhlgPR4j+YBdKS9FsQa5kgELXeiMDQN51B24MKScuhZXMrC7mYCm09b1mrG4MSAGRoT5yp6MAjdhcBusSO4usgvgtSkjaSL2BJDfuzEL8aMJohntkTK96CIRqRtmFgLknlBBH5aeeGvAM1pkZmtwS5stENjkVY7vz5lrbrI9lIp6nObA7C+RWyT+MG9gu8X6PFd5lE2DWXMITL3KqdaDItSnIEY1XgA+04IeVe+AJ0J4JDQ6h1JKGB4KwSJ9z0QaxmvLRPHohwzj92Si3KPfkfgl55eBlCpxI4lfEg4kPikKwSsD67PrlhHj/5HJNDhHpIdMespkZoo00IOmmkmrS1HwCbCdOzGA/9QrxO80WfUwI+uZamBa2lsnlxiujMU/95viCpTS/vrZtPhfvxKUdnghmSKV2KBFJ+V7iYCoOSuJW5wS9g3BBXEXiNsOeGiD84oruPYO0vMfPMZFFFFfrcJ9sRqgd7cVC300VWe++Lqnb9H8DSeWtNRsxbyBZ2IaNbMCPbPBjTWtak6nK3Z293oLEHAJ3lsAnpt1YghwZcJXzY8929kz3FMR9tVsXr+ye/uBs+2v7e4MVkSzfspQ5cHOpcIaNKAlBpDyZKAuoyHs9stgjxeasPVVqloLOau6St+89z8QOgCE4wNuzPtgwbypNmQ+uMq7OuTLiR+9ntZicCPMMh6MmGI+qFUivOkE5j2RFOIiiHFiJLoQrsSNzfWYTllu2skhwEWMi0ca2ivgtChASgNg+1ROntNNcTdCgAc3N9NuTBG9KeD/Xnsm9xXscS2NIRTE+SPJX0vMEskkUeR5zKdUFrjJE9FJfMegTETsyhSwAb0w4KmFmdidVzsTzRnTrF0UDsA2WTaI+mkA2Kb9ZPI7/cfumN0OCRj74SauLA9jJ/EgiWB2lj9ScvJXAADj7LpK24BXxeCB0wYIW+fAtPBiw2KSqyrF2bKGeh+Izz5khiUwsRsc1dXDivhAhRAwzSzrKhYyhRvZbuT7RDWI3pwidoKI3Xs8L/7hXzPia08HscZAbA0cEXpQ64er6Q5wlUnUXoQy22VcO3BUwPWJ9uDrqxWIQmjiw1s00QoN5iYcBzSA4CXhSxu/xy/oYtubWWXTuvnXPvTY/Yvbe4YugeeT5yIY8Hv8VeVlMJRpMcpln12idwojOHNJXIJ35mDpllQCgZFEpuuN3efOnrvSpQ3F+irS6UStkUksKAurSmuzgRMeVQSgWRACouDxEbEknTRScS2BXxzHQkQ4x7C64SxRIce3rjJd29rkefz9Gz2iGciHJCm5xB7wId6FIsJbh7MS1y5CmQ9AJlgygqyiS1o39iMR9zCW450xC2lD2gKyu6zHWlhtRD52bjf2piAA4JLgpdgKjxbBZBvMJBP1LnK6KWjO+kyVqthQaCQ/qyl/UlWqOFTn8yztyGQNnAZgq2vNG175Q0GwEwYazFHikz6FXF8POMrHQc+swb0ktpFcns7Xq2I3ZHYpwoAoZ85CC0suaiq5YqmqpBcHPcOmqvV69PwD4OCRKeiotSTTLHlkBxlutaF2ftCQkgAmQBlHDjDxJ3/E50Tp9o/v7fpxK0PQo0FsX0/BU6YXuxf4DlcgHw0uBqzy8ttfDc7DEDitQO/iBXBml4B5sQB4nfK8xBfTCWRWkHn/uRp4YgOeOZ8S4tWdWRGNqNK50XGYsOwA5/cafnRnz1ALLkczzJBtXOmRymz0ztaANQc236WsLxtJEQyuWYOwCPQTKMU9/zpsRyP7lc7Lq59//UdXc1A+yet6SNO0fDjgi7UubLqyaXWT8vim5fcbeh69ccPthIC7ptxOaN8jdWEBkG6Df/DSrrPnLx7ZunK+IpYvVkUFkEsEBnMDWGoos0tPNsSUNu4imuE9EQYDiZ8UNGlHQPhSZqq9F8dJMCWz42iWhK1YApMxj63ziWVQPugbMsSre+GGFMgwDCT0BOSoeCXuItKdaiCi3g9itxfHaczXCMyKouQqabdzqmW56aYHAbgUNnHCqTRXlA9604lmeH+bXgFu6rsGAuSmgvs61U9Koob7IKbgrajY7Ulk9Kye9/C4nYQPX/IezDJOmFFl4kGucRCjWFMAjhcEVDeZdXxGtgcK8aPyFeLGvhhmAO63IcYAo9Fjp5jVsRO1eepAsLroTM9ySVjylyFRiit/HACKg8lnXJmHP6+q+HACmIId9TKIvuFUjoQkCF7QkRzIGmxdVoLoPQy2MolU2tT97SakQeYbBhrpJwqsD0uJ9MT2q7Xw2tcpRB8ifvxKGnZ5rbWoGbufzWs9gqIJC6Gh3IQGVGN3RpE6NphrC380m8nQNwgbv1fyMHlmiCNncuLoWQtf0ZxZPp/zLV/Qs7gCiwdFJVg/CenzV9rFn+3VUmcvde3+6i89+gDiQ7Iw989tgYBL8N4WMN+LlSjmquWtytUrR/MffigkPRLlYMoFNI1iCf/D0YQNFvuGWKEQeEu2CXfR9RWqaIQW7fol1JjlsZMhzrTB683ZnPjLF1Ni0wqPSOBIqmsAbGDk2YzjpcVYjlLAP1PlBLAJ5AB0gV2xF44rWD8YxKIZRPl0kWuhC+5lChAg3AlrXlNgznPhqwwGUko64bOnxRSKcZPchRAg0Xsobx7CXnbDZM1/yq9Ss0kN+bxBMAKh3y/8VGylKTsSuww4hwGtRAwwcbCJXaZC4ptdA+3pOWl9E7dmdr21O2W36lY6h+GRoiYkgInsbQIYV4otIc7045qip0wOLjx6mGCEKKBt5ZgQ77birtdQxDXghf1xId4YMsVHqxTJ5WVbp9M+pqV42+qwEJ+uEeL7PRBlQOPoNOI/fSkkObl+MGOCUHJj0EEI58D4oLiD5OZirqUzApZE6HEtByJXF20dhnzfUKOIT77PB5fDHrEQjBiYOTNDfsWgJRq0ks5KTCpf64ZiPvvzdPDvXtyz5emPP9YW9hmtTOGG2wMBORy3pyq3lnsFApTdJQnz+Ib5jynGJ7b/4OevrvvEI1o5kBmoXSmqBR8RSAHkIxHsOFgLOE4eF1lnkCBCkY6i//WVGghgVRK6Jy7nxav7MqKLAl8ILdDmfTQKjizKnnzpGz0ibAYV1eLAtLyfB+4CtVHsI7vRqd2nGYMAgM2xTlL9h+siLL8buo6RdsNchwC8mG0YMMTBQdOMYZ8Z7jfEJgw8P8HIg14FEpEiDSbZavvYJ5dMhqG0SllvKa7Eb5zTh4cBFdFoPmDkVAFnBrchEEXM+WBh1evdvNlOsxwMkRSB4D2JX103sOUxsvSUSYs89Jzpx7HfMCQbQCFimGn2TZirPUIZhOxtAkji5QEhloAgpeWFBAqcLo7nmQKJ3ifLwdzABvvFAUs5bcfBrHh4vUcStnHobzB44J2DBKsBCvzMZV3sg8jcHsj+XoMCG4ngWhDeH3jIKx4AV3gJThnLI9iAkWuC8iFKB1EGU6MiLk485aYMzioEnSCdvpSDM4u1u/2asdGqyf17uyDgEry3C9L3SD34yNNZXevs6B3pvXy1IxtPZo2r/dGOv3qxr3z9Ei/kpSAzBUW0CIRjgxRt4AwsYFFyanhkROKHP4bCglZMw4WNxr/5mmWsWeQRb8LmLmKlofH3YXWEjwop9zVV5Iwqpfe0i1gnj0HhjQH0tICJRlmPS3lJkEz4pzBcE6YZ7yW58JS1hqi2HLKKACxlxsdL7cbPFARuZcxmqg0sB9/axiobCVgFg3SQYXHhWrwYuRy8fZsZELwREr0M2ENLnBAKRnRfNu7N3x6C16r8HvtbOmemimNLwESvx2BeaCGPavbRUyat6kDEAbK/GEtKOwSCKSOZCIFeFJAqEKuxVuwHmu/B74V+Ib7WSHu9YEagQdNpA7LIXTWnzierocQGYnZvTIg39+VFRVla/NZnA8IPyVqaw2yDF7b9IHJ3HMqLS9fgIAN1V+G08YkHPOLh+7xi+SKNTidwiig5t3SCJJIQW7DXLjaMbeMaRoW2eEKIb/59Sq+uWL/zt55GKZrluhpJZEA+aa/efnavMw8Bl+CdeZjecyVSZhdKqObRcx0H/vaf3w5ebu9p1fX8Ih92yJTVhbKZyaOgl2EujBSkRABQQKgG4VsHBNII6+ANVVQGUEUY540kgqXdQ2AASeASOzIQgRCDIBCpkDh+ZXdWXKEqL8JmyCAswS6aslqFZDJ+oj9IKrkNJJnpgpK7f+bligvOk0SOuLVCoVBn2ePdM4PzXaEEebHj7SvbYN870012P1YeGTfWi0JhE7ySKcZ7P158aRunks4arUJOjhUygcljwmGezJ7LpChNwnCzoJGZp9KW0jSlz7Kg9/DP7apvrHrGipuprs5k2ZwEdvAIMwT0EAc6qeYpDgkYvifnDtxCnc/coN7SxEH+uyk44XOn2j2t8eYHDwQe9PkiEeG9Rk+ZYGKYPgjn0u4tFEC8hj+QTiYSsPqmmDThMA9ZepHvEu73AU8vA7ODroPB+5BjPZ1+c46QUMbOSdrn7cWCcQkT6oU3slIcYX6TJv7uhbQ4gfMFrj/lEJEjgfvY/R6YH/OAMKZeJGz6giimmIJk0uCZ3aISG38847S8oaAi9KGr31Ce+Uk2tmbF+w784pOrN1HNBRu2FJjamgr7vOiW7TyFoHEJ3+kM6DTSugTvNIDlJr0RAiR2KcLQNxhr+4t/fLNS0buW/vLjAaOm3CvKQbYQgUEPQcrrUh4qDopyCGeXg1CZ7oU/824I8F3oyMsddRDHQTRDRmWB+TD3UgfRhTKUQXMwlO3krptye0QwkSC4sRdxxHQqJxFeM0QZtkTJ551e4GJBTsGZFDR3gfQYGNeGOtps4UAZO/N/JlskpvO+mLZwU3wuaXZpfOkzk083zpnevrevJdXLsmscg0RYc6Hg0V9O5z5HGTiRSEV0zJWJQmn5pc/M67T4U/refravY9Ul3xUSlKYrfbbqu17KWO+vvx19V5q29Hl0ausJU3bcMFZ+xpXGT/bMCkrT2JWWxk/2PF4+Zx2lZdh5Clc5nJ54MoKZ0c2PlE4LOHmIG/AfRIxh9kHOl4RwabDLtq/O92PFOd+PdT9unnFfWMT5WGU548bLPl488zrfOe+d5Y53X5q+9Hm8fBPFs4zSckY908sa0GwukQwqHl+WnjIxhoofNhsCXvDvYc0y7/VleNiGhDSJq/hx31quihjS9mH9+Gm/kHoaq0KjGRxINqXA74fMjUasG19oUMS34IltGDjob/4lLcrBeEmmhdgI3ZAtG71iA660tctVjFzeFMQZGGBQQorY+bFu8Z54jPopKeSlQ4vBIaxv0Cs5c9kQb4AxoyjRkUz+Yujw6fbT2WxegfhGPhzScpUVEX3t8gVaa3N5U21FqBXlQLzZJXolkGf4j0vwzjBA773isH3FxwnrC5G6qvILseFu8cBKf97ryXsTSWx0gQi4GDGQ2xsNaWJeLXe/iOBiBaSTwQ57CLv2TiAHuhLugCDfpc48lAk0Qdu7DTjzJAe4BgjPD84wd9eDSL9tf1ZqvgJHiichyhAFa4fc3WkFpCddS9GrCuQfwD2bxmLsq7M8xo8Xxnonyym8KH1f+sxynXHO+/HqvCH+pjLdUMp7GlFWUjrhnMK+BQ5IFJ8/1Decz1Ta5uRKkk7z8S4AxjR7dI8nB1sti8NtJU38wU0Sg83lSxqmfhpzKD7JZsnKdWt/OWdLAwmeUR+wMwHeOfM47+1kdpx9teOd17HeOePse/vqzMv7UfGOB8dtaRb57HzvvLcTF+OKn1wxZlR+O5aoH+xTLQvpa83UpcdML04JKdKQBbP3RFZP9GN8Oc7EzwzluKevMnLwhzHoz/crAkuCxPuS+MR78Fck4WmvOczKH6JvCCybDoboifPpWkV8twsWgSB2QD2R//SlgNgKYpcu7sloocwu42kaMwAGDPOyjgREGAbAuOkfNEU77PW2gXlzCYpsV/DrxjrGtkPhTalCQ8siieZY7EKzPUlYd3cfcN85U7ywbSdOOCvav/a59+18eP2CB9FYmN3DWie3eTc03Y24SQi4BO9NAs7NZkGAHyS5vH6fVv3rn3mk5//6/wZP//WLfSuefl9QLwspCmzkwua2hXBI3JK5JxcqiYUsawhcKGjzsLHGKzYttxYw2uDtHLBMkZH4vdChiAjEFepgraG1UYVpshziUBry0t7uMrzjMdV0AxEX85FD/ItoQ7+9ehYKsou0r3b5ToRajLNvHFfms9Pa0XZZY14RKfPYiZm/cF8aD3BiNbBe2mkKSUflYdxk751pStPe8K4kgfPRec98DHZc8YpFo916Jf9y/AsmyehCdKTRq9TD7rIMdp5ickQwzv4V4x03Y70rgOl6qkI5dsR4Y2S/55XlMtjXG+4LL5zvnWmc8cX7SfIwP0MxfeEeILOHnq9Hhan0xc7gLNeOK70604y6dzw4bke1lWUV3xVuis+OipxxzvtR+a2iFBBEtHpFmW+LuCnUgYMkA3tqDfSIDKXlWLGO9hTyFeMdGRy3Y5ZV+p6JSuFulztmAaNe3qGHsToxY02ZsHDyLGQCNZeDV0VD+cHbVzx+yAJIBTZDhNsGhzoyktK9DtV+MEScYQQbm/7cdcdCPqwzxR/mAE4WJaELsQE5NqyQv8L0kEUhibTmQyW2DsjzvjRA18GG2AabuqsXaxBnUIWGtUHDiSLFFwaGcTJJE5kQo7sM18Jt7TpE6gzR1Qv6HYXzRJPOKRpxQvnAWk0saPTg3hLfK48qJohlk8412CueVuYwmXni2dUr8s+/GWv+s79/NdhY95mzi5qqV3FdtWa4bKr7ZwYg4BK8MwDEe7kIfLj4LqElbRi5lvqKld/42ifOP/Pszt3fe+X0Q599KiitKaQgKsAFioQNkY1EOA6sQyREj2s0OcbAdOQGL4MnmxXQfs0AEVH04WoPXDoOGeJUG0zCnMtLhNEA1uzDEWyHgbl4lOkoVpY11T+smUbNF7PyQrBaYz1cj7Xfjl44GTtWGsY7yxmVrvBi1PvxCmFGR2AemRQ3o/IX0tjFjPXOUcxN3zrLZV3O59JC7Xe8Mu1RbE4OFRLJvHiBTZBc2TbXRpMPm0PBPOQb7PS8FgMe7HjOqbGCLKjwYlReZ2JUPOpd4WFUXGkZU0jDJKPKwIP9bF+dzeD9WP0oTevsk53/hjSFF+PF2/mc19K0fFdal53Gvtr57XY709tp7KuzPDvOvsp3hcKKcYWb4jPe2/f29WDWmz01kpUbZ84fO0ENXHdtrIDpQ5wC2WmdbStUVXzHm2K668UU45zpmc5Zlp1PpsGDDYvSPM5n3jvzOe9L3431XIxzVMYySsthOjvY70qvfG/3x1FcsazSd/I7LRRqlyXLKImz8znfOe+Zt5CfjFoQk77Vg3nxNhTXFDicUKJen6fab2TrveqqHClVoHb+sQPzkg6m/O0GcGYhyisVXhlP/J/ElUwMErskfrGMFK88CWSlhfpHXXko8CkQqp1Yq/aDAH17X06eKH78Ca+4DI9r5NpeBnFLxxSd4OTSORIDbe62wH7vw+tgjgzrVTMIXTJvKsHRDYFIlueRSEriFgrdMD0hGUQyLznGXqSpAut68xpVTaZCmf/7u7GqnoHkKRC8SONYjGQO98+tQsAleG8Vgvd4fnySEOFVsDenoTHIRNWULfmDr3100cs7Wre/unvn4i3rMk3L53nxwfNoyDLPIjfuSEt0xk/avsobFoJAZYEEODhET0QMjUBGixq9oh/HR995ISdiOEryA7NtBbFbjVlMlg/LuZVAHCbxmIXLbqWoqeUdq8G3oe6xqp1ag28ulV0fu8Z75wLLCHL+KdLA0iGWYuSSWfBUri9MvHcGuzysX2MGKoxMJdjlyLSjHqaS+8Y00ylisrSTvb+x9vFjpl3WtDOMX7d8M8GcvqGqGyKul41iJAWgV1bqp0Z6pAyvJLAK3MKIYuirgtaJkp32eu4x7krbNUHdY+S+HoVyWFRpdmfx9rux0l0vaPSdnd/Oa7+14+3nya6l6YvPhYKLz4WCGG0TrqXvSusqfW/nGy+dLNt6Wag9U4PHxxk1uixwQEDQIsh0pW0iMcvP3D7VKxQmM3B9yWD94I/ErySAcbWJX9pu5j1/+C8Dece07vP5ejodUkQbRBhe3p4Re3CS2IWTRiqoRXCSuBCnix94xCMWzfOI+SB066ogVgGkFYEsMZkurJtWhCgGEY/zmRwhFF6oiBOY7VbRBpo884Koh9iE+U+v5PJ//1LCv3h+3fnWeVXNslHunxmHAEDuBhcCNw8BmARKHD177WR3fyyVxxY2j61sOBRSK6N+IDBT/OO2tLhvsS7ugwXxSpoMg4aYtMIABQAe2FBWkwRPKaKUhHABSUgEBi4vTdfsOw0XkJDzJQJZi93xaiCamRLZIyKSoVCv/eheJ4fA6MVqdHrnu9J7LkawO1+00ODNZTwYXQa5TDjTW9FT+HtTmaZQ7i0mmaXNurFXd7KhU6gbR9/yC4U1KzlJiEdkNsiFQhFJHb2jurF748ZMoe67HTWMav9t7K9dL6/2fXEcbogovpE3xdeFG164JpAfUnw3OksxnusKRQ2YNo3E9MWn4YGEjx8IXxK/uJL4BXNXzMNW+4t1QnwbInRD4H5cAzf3/Q97xUe2+CQnFmIJIgy2Mi1KsGwqqWHZg+Oj6+uYJGpZV4GwptUG2himhzaa0CPxnMBEvdZtiotXddr2VfYcyXlXLF52/D9+6SlPbUV4ia0MXtIt9/EWIeASvLcIwHs5ezanp779j28c3nng7H2qolO/VqO7YLqVoSqbAkczFOp/+1BW7D2ZEwEgkzCOG+GFBhYY6D3NUkiLYmvNd9whc/EiMiMykT8AmEjNC7nPq5CTem1fVioS1AFDPRK1EBU243LXfC+PxZ3uO8dosoBhkmNZTIsILg7c9KTzJtcFPahn6ciTBAyWhuK6NVnRd8X7Yr/vitbOvkba88er5+S6JQleRhaCBplH4CBMIzl/5tbksTv5Hl8d4JQ1lT6/J9VPs5Kb+Y5knkI9ZJCQAOZpniSA8ZLKbuQaJ/BbBkbKL9XAE1uvhZt6wOFtaYD1oFpVKknLEylk5vokzY+hLLqMoylNuYaxfCxiWTBpElTIhkWiTqxdLKcTzJp2KMd19esiloTHwJyahcOUri99asPVT75//X2ovsKCMTGjG2YaAi7BO9MQvYfKg5hC9tLVgWo9n4589FG/2LDUKwkYHulQZom7WX62RBDc0cYS+PjjsIQQ00XPoC7Ow5g3xRxodqwKO+damEmoBxFM+7zSpBmJYCAP/Jfyej/bmxXDUG0lcnokAjEHEMGgp11i9y6bcxxPO5BXR4U1eFlTwfwfVmCDl+6V3OBCYDwIeI28nCEQ85abY6AXO/BQSRK8doR7nR4E7jYqy8Yl02l3MS0yMz/FIiDFIMXiRvBM82SroGfwKOzvvgVi9ShcCP+//5iWlhuiYVVkwArOg9rNQeqC9uXTkKeLYV3qGYA4BHRNSOD24Urvnz24ct2jwpszYF00/T5vBnbI2le0NnZXloe1vuHctWhQzQa8WjXeg3XkhpmGgEvwzjRE76Hygn5P+X/48gfP/4+/+JdrL+8emkfTLY+sC+jV5ZK5ouZBzJLwJdFbU64VjXEL0yt3wJRzovD/ELRie4YsU2OHz+ekmbIyIBaaI2uuhRkzKALsP50Th88BwyCswA6cCgvYQLtcHAmRu/cPFx8c8ZlUbGytqegrC2aCIo/zQTe4EBgHArVlEZwJDVOv0UM6wiYlYMdJngrYz+Nkd6PnIARKx7xI1E6hrzKtYx5hAy5wVCC24gSxB4vMyZQQ7xzISQ+h8xqEOHJaFwMgaodhGpNX2y6vXRU38eT08kfpG5oyk2IQOJWEqWG5aGFtVDL5fLi7v2/Zte7eZa9uP8p5bNZUlnc+vH7Zux9/cl3FoqbK1ZjSKMUNMwUBl+CdKUjeo+UsmVd5/x99/ekLz/zkrd3bDrWt3XMqFn5snR9yu958dbmiQhRBpYwTiVuKKnB5IgHMH8+wyyAPVRHRxOJmC4B53SeJYHKAL3frksi90K6Ktw+TvLVs5W4FN5hcXjCNLXuIVlb3710AgdKFic9wtGSScCn3qiMBTakxMVdK090FXbutTbxH4SMd2HiMPDxwQSfJFB7KQ14PYPDiUMnm+N6jMLoODvdOQgBLxbQDiV5agvhghSL6wLiRLo3fzEAW17LMwAKpxFYPKw10cU/ObxRMmAgEsqIhiDjg1DIAqz9hHFvRbm/AZ+IK/RUQvySIuR6mwewhk2gEHOB+mDu72mUo5y7Hm17fta9p264jsa9/9eM7t2xY9Ni0G+9mGBcCLsE7LmjcF1OBAIXr66vCi//rb3180Z7jV3Y999r+0Evvtq3acSzt37DEJ9Yt9udgl1CFy2AEU6V4AwlguFW0TLWwEtwzEDEhjfADKbQ2amJpi0cihr98ISX6R6CNggSPRoVYCFEHeuGB0PCcCzeDnO8WIJAAYf+cw0YKhibJ2Iew0NMBxQjxeBER3BPN+nA3tPG9BuLthoGSSYYhb5mC7HeYpqjsACLYDIDkNaz5457+2IC5w9fbPT8m6q6zLRLpjJOYsrlYpsQCrDWfrFLETwZwEgkilXZ5v/yJgNi0Bt4kQPxKBWykpW1dcnSJtGgSjfK8krGD8sHokQK/ZPjQKhmxIHRV4HLDslyUyysmxCPMxDJTnGzOQ+wvrV26lo2+s++kBoJ3nBa60TcDAZfgvRmouXmKEAAVy5NEWF8xxebVLY9uXNkyDCW2fW/uO+d/59jllTuOxSILGzzSVuGCel+eNgorIooS8dGYmUkvbQpNlkkCGIQvkRBl88D1E0EvrDKcyYkzV/Ny8VqCHfNGyFVhQ2xpyDLxLYYZKGJaLWB9RLr2tXRVvtX2yPwTFOJE+OM1fILsxSxTSVNMXHIDhokMXBC414nzD0KZV8vHUhlIz00tUGnkdoRbqWa8vOPFT7U/U8o/pURWjdNIekMTJ8vrfD+V+WdXwHz2t2LH8aqkc0GvMAd5KkBcARJCVgHi1+zLC1UfxfV15pyZe2d/plXiTWe0ahkvO+PHgtO02jaFxOPVP4WsFsKbUsKpJZpuW+z0oEWLwbFXKsaNugFQiWNA44oVWHv2YF7RLOYPX02b8+uj5uKFcEoBTUmJx1AYTGmacu0C5zaTNs00vAmnoGSSgGMNiu6NxA0V8rxqDAiPcr2xpJDXOK7JlC6G48CFuPd6vcktm5ad+pWPP1Q1qj3uwy1DwCV4bxmEbgEW0SudT+Q9qlr++APLtjy6cWns1MWO0wdOXkscOnGp+p2j/QtyuXi0IgJD2xBhqIWVhoZqD7jDml4ZFUoFvLIFAxDzxU4ZZ5I09CC193cdz5EjDPfqiklC97lBRSoZEMHPRLAR4XTKupk8zvKZv7hA3WphzoJxL4u7xTJvMXtJi0Y9cv1Qgj5yOSwYUMY7mbWYvkeGM8qxtDyRJglMabdpN4UZMHdkPv7hrwhr3M90kBVNp9BChmnnK6njVvOXFDd9QDsKmNG2OArj7Vhj5/Hq3qzmGzHylvMJcs4YLmaE3plSzGyGuvfFoZfvZvKPo4kzWeykZU233ummn7QBN5lAtuM2Nea9qIZzkHNMcnBxf7HdVJ57I6F+eItH9EOOt38ICmr9IGhj0EmBVQYSrQkQsFRuo9MkehbNgoGTy6l5n8+bCAYiCb/Pnwn6velgwJOFHd9s6/yqXFNDdT7k54lpKLR+1aIlMJnmErw3OefGy/b/AyA10EwfzVgRAAAAAElFTkSuQmCC",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=700x400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 图片数据\n",
    "\n",
    "image_id = '25841'\n",
    "\n",
    "image_dir = '/root/autodl-tmp/scene_img_abstract_v002_val2015'\n",
    "image_name = f'abstract_v002_val2015_0000000{image_id}.png'\n",
    "\n",
    "image_path = os.path.join(image_dir, image_name)\n",
    "\n",
    "img = Image.open(image_path)\n",
    "print(image_path)\n",
    "display(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0bec1d9a-3489-40ac-8266-e76f321c2e22",
   "metadata": {},
   "source": [
    "#### 查看标注集"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "64de1806-6ac0-4e26-a5c3-a6441bb5c229",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'question_type': 'what is the',\n",
       " 'multiple_choice_answer': 'jumping',\n",
       " 'answers': [{'answer': 'running to pond',\n",
       "   'answer_confidence': 'yes',\n",
       "   'answer_id': 1},\n",
       "  {'answer': 'running', 'answer_confidence': 'yes', 'answer_id': 2},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 3},\n",
       "  {'answer': 'leaping', 'answer_confidence': 'yes', 'answer_id': 4},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 5},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 6},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 7},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 8},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 9},\n",
       "  {'answer': 'jumping', 'answer_confidence': 'yes', 'answer_id': 10}],\n",
       " 'image_id': 22714,\n",
       " 'answer_type': 'other',\n",
       " 'question_id': 227141}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "annotation_path = '/root/autodl-tmp/abstract_v002_val2015_annotations.json'\n",
    "\n",
    "with open(annotation_path, \"r\", encoding=\"utf-8\") as f:\n",
    "    data = json.load(f)\n",
    "\n",
    "annotations = data['annotations']\n",
    "annotations[1000]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d8a5b17-487c-40fe-9935-82e4bda2dfd7",
   "metadata": {},
   "source": [
    "### 合并一块儿"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "58fdb6ca-42bd-41d8-a11b-44b64462f785",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 首先把Annotation整理一下，删掉无用的数据\n",
    "\n",
    "for an in annotations:\n",
    "    if \"answers\" in an:\n",
    "        del an[\"answers\"]\n",
    "        del an[\"question_type\"]\n",
    "        del an[\"answer_type\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "46506580-474f-4070-bce4-e6308d9dc165",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'multiple_choice_answer': 'wall', 'image_id': 27717, 'question_id': 277171, 'question': 'Where is the painting?'}\n"
     ]
    }
   ],
   "source": [
    "question_dict = {q[\"question_id\"]: q[\"question\"] for q in questions}\n",
    "\n",
    "# 合并数据\n",
    "merged_data = []\n",
    "for a in annotations:\n",
    "    q_text = question_dict.get(a[\"question_id\"], \"Unknown\") \n",
    "    merged_dict = {**a, \"question\": q_text}\n",
    "    merged_data.append(merged_dict)\n",
    "\n",
    "print(merged_data[1090])\n",
    "img_id = merged_data[1090]['image_id']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "065c47fd-829a-4ea0-93b2-647c3772c011",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/root/autodl-tmp/scene_img_abstract_v002_val2015/abstract_v002_val2015_000000027717.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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0eTS8N4Bv/yT9Q7q/1zLjF02uaIRsNTwxPTOyqDmBNaDk0MhJKJGof3T/kDk8FpOQLubGlVYOykXScAVPJbpmebVXUcBeREjPoZOTkAfZK8sfjcJQhSGcHLhjuKc6cb3ipWF7US13ejm5TNNykHREi6xAYezCEM4iHRiOqBPaf9yDkEeyF9384PlzvWgWn36zyrFyVqSoe8NZzF9A/lxrvQgXBezAvWnRDw6TRuBNSGDm2effPPx//Ns/q5tfWIjoSj8UDCX4DRRukxtTmRtDtUBt1lRoYaRAIGCA/LVnAR4t2YVLtgAXG7yhxJ3MrK0w2lWWlqOhh+6/e+Kf/8mXWtua67cxAkSc1HVQyF9C/twceq4JPmk4wBxRV8o5iR5IRQ7rhRolp1jPhBx+chI8UW0ZOWg5CTZwz8ga0VzplUArB9Uk5KS6FuuVmMUuAy1rGWXV7lpsirP8WgsrKpym4CDkiBZFMdvx8xDJk+VRlgPDEXVD8gECmguUS5Ib/UxafvA8uXmyMrTz/a6ir4bywbtVNS98gcyixkOfLBYoMk+2dwHeOQ5yvgEdeDc0+oFkyrPGCLxJmZ5dvP7ekROBoydObdy4oTseDkVU0E0iT6x+byZioaODmkkDyDLAmbREVBLLi5JMxAxCsLJaAqEq4IN2WM1VGpk2y9AhSYuGA/1HQ/YHnGQiIbH5eUksLRNOSsIKQX4wGJBwdSXpyyLxKKRCEqqokMq6JgmGKyUOXnR2XuKLS7APNryFaiolVFVJPjKT8mIt2tQ1XUiWT8NlClazMjDkxxUmHpT5xQWZmJpIRldWpKEqHGirqxGBN32SsaQEwiEJVlXBW7WpdCIeN3nBUMjE47GYJBa0LamHlR8D5f+fQKhCQrSHBCvSdCzELHwbispeumqmTJMPfGKFplzkl6Ek/W4yqBKKUAfesSLqe07jJFcWJRGLpsrUIjU7XEEbwwfvxPZk2lUTFT8TzxRiWE7xHSQtFJbk1SujFW++czRw5nz/WOude9eD1WSjSSSF4UwtMp6XSN7M1YIcYI7oKtz7GkpxVW7e3j96/kp2hbIl2iLFv6ES0bXALAkTyMaK58WBUVZhd5VLS8hRYLFRR1Ud0SKpFcYuDOEs0oHhiDqhNe4DxDeUG31/aR5ceCT7o+m3bhZqJZZnoZQOFiXqroHh3BK9U7wr553joOYb0IF3w6IfOIZ81xSRQWRsfGrm2IkzdaFQsOUTjz4oHe3tEkJyiKvwxa8+gUwgFQUNYS2dZu1empZcWZLE3KQkF2ZEENyC9a0SrG0AM2Tw0iTMT4aGRgwdhJwAAqHKoPEoYWSiYDjNRBoxEA7LyuS0jL1zQuaHRpHDVsBByNJH+V6JS6S2Rtpv3ylSMSfLc9cQbFckmKyTqvr1UtnYKoHKiCSpX3xuwQi9KniGmxqkor5OgprHf/p/5snh0xSV4itTf9U4qowWW47LwmRMgvGIHD9/Rn7ym6dlbHJCtmzrlo/vWC/1EW2HgMRj8NTQJNV9myXQ2CjR+XFZnhpC1gtJRdN6eGmT5OysLF86K7G5afhBF68V9PUAp6BaB/4i6zqkonejBOt4D8oktDRLnwzNjOAfUIHVPNRMX4R5qNvirMRGL0tyiYVGIiAx2lnXBiqPBmubKGOTSFUttElYZjExNy6JWf7oD6ky05QQ7sNN9LGGdrqEKmSVH/0/w1GKpySKcbMokGBWNlYYnaDD9KsQ7/xHTz0nR46eXjl5+vzonQd2LVaEg02pUsr47ypbFg7LSN+QshSyBtJFY+dByJOVy5kPYB8g5v3biXtjeefYKbgQdQKYeGF6hSGchG0Y2Ug24AQvMl4uOrSQjgVle6CVJlcequWhslo9Cz1LcDU/y741qUDYQcgRdUP2AQKaC5RLkhv9TJo3uHeOW7EZeoV+c6nmpthoFMi2wfqKWGcQHwhlLz9TZn7C+XPTNHwBZcq7Ub8fCCZK6ZI5DWNMGlQbitou0dPdlfziFz6d2LhlYzCkA2Ec7aJm8SBypALpf1VcyqStik5puEQcreSMBBdmjcCbqGtGiESzyWOF1XiGRjYP6SmoZS+iwV1AwKsLIZxayyYfTe3S0IhcQ3gbP3zKaGpDFRkhNQVb29Mpmx5/UBIVE7IwdVkSi1FZuLIs8ekKqWpqlbptvdK8fSNCV73E0RYbYRJNa7CCJkHgK8inhfcMrLZjIpqQlYm4TA1GJRgLyU9eeFZ+/uKvEQoDsq1vvTz5wEHZUB9CCIxJLBqTSHevVN56pyQicZm9ckRmriIoIwTW9+yQ+o0HJLAYk+XXX5DoyHWVAh1vQVvN5TFNwD9mMuM9oXmt2H2LhPfeJqFaFUhpXwTZjCibeQcJbXtrCZDAroVClVZQkvMTkrjwpiQnrkkUGXZlOSmVVQif4YQEW3skvOs+kWoEal3ojFyWGH/xhSmIpEuClJYdjKBtBl427ZNgdaMmmv8z7ag1MnyQrO1pxO/KlBBuYAwNBGV66eTUdPDCpcFERWWFtrGpueJnHy0z71MQIIvtHzKL4jNQBGVPUM8MnzwoWJE0XMFdE4vgYQ18WKmXo/gPCAuu1SpX/SBeXmFXCaY4Lg+L7sTKQtuDiEey9TU4wg4MR9QBbKI+QIDzB+VGP5O2JgprQsqU6PwtQKxAtpNa4XgRwm7Zy7Zy503cO8eC7wvIAl/24M1n4GaWGNbCkki1plDUdsE4EX51Yz2IoJKRIZzdSSWLTJpVykiloTOsrpdkJcIVMgibz5SREnqssPquMjQ0bPKQN+cnF9F0Lkt1JYIa2k6TzjZ66gEjnsBcoUrqN/XKTP81WZyZl2RUOQYG4DqE3eZdm2UZk4XZqyMIdmFp6OmR+egV4K/K5Jl+qbrYL0sj49J66IBUQyeJlthwo2wGVJNqf3L4TEEboAysKjbjywlZnEaYXUpINLoiE9NTMr8wZyaXuXCdzLZ2S2VnjcSmp6lHUirWb6StatFUH5e54X6J6iIBzWXg+nkJN7RJbX0fFWoUmRxD+MOsIUh7ZARIK4vKRFoza5SyxAMaCAUl3Nou4fZOYzqhWm01SdAKKoo+ZuJDWA+oqYKaf6hGVmEwg1DzA4kgXEInEMHsorpZ5hPXZYE6CRrsDJEIfJk3PDshsWtnJTHSL8nlhRQP2YJMaWju2QGYn5bw3Kwkw/QRNd+A1wxYCoryeRIrCWMegvmCkbsVRvmN03aBZNwsjlQLnaBP5DyQSFHJyUkn5M/1wrKn+6ThAHNE7SS9Yh5I1r7phWpLd6XjmmhDKxzJpZGb4kLFF1AKLy+oLdMWcSk0D70sajbgiV8wI0siGyiI4gTIYppANuYEex/j8JRmqzzcuRNbO20LpiVobTCPZCuII+zAcEQdwCbqAwQ4FyiXJDf6mTRvcI8cj+QMvUK/q+irIU8cHyCeuDkZKWK+SfoGzCmoQII7YfdUBylfQA6cskRvbMElUS8JOX/jIEbwIEVgkxmII+SsIKQll5fFaHjRQmbsTfOTceQqw6o1NgIYEbU/9fGofi42n0A5iFZ2JiobtrVLQOVQlWUy8gzkAtGoMY6oQahtQ/irOIugODtHcQGpam6URjS3EcwTrr/8tkwevyBhzBtiy5UIoCGJsg0/Pz4lC/OLlDErUeq8HoGrqr05JfhhM2skKx/85oAgt0VnVmRmKoZAFpGJuTkZnhiTFaXJMzq7KIMrYblt+z4JLCxIOIbA1taJGUCFLC7MyxzCcXQeQZJ2iyfDUg1/ta3YP2/YiknDjKxcG+DdLGUXIYYogqYZJI0kqI2E+KPCqgqQaMIj7R1oUreLNLYJJ7xox3RDWpWh+p5iaL9nxiQ+NYyJBzzowIuwG4pUSaCmHlOIVmyc6zG96JLo9QGZmr2OhjckDTUVUttULbVxtMMT47IydkWWRy5iW43dsS521NQEUuYffXfa1+AhFFmU4CJ/VfCUFngVyvYAuzLPbgEsVxvblnSu0fBSP963ti30XJYo6WJtBNcQMbx70UpnFkl2bVhFFrJG8HLytjZa3ljeOWurbLnpKRfuNN1Ti+e6XHTgk2+o3E9ZKTqIOaJFsG7BtAStBDySrSCOsAPDEXUAm6gPEOBcoFyS3Ohn0rzBvXMyuGv5LYpqUcCFufFNzjdg4TLtEO6E3VPtmCbmG9AFd01JN67ANVFeE9KaKp5FMgJvIpEwR5BSMqoKKUgaCBnm1yoYZdEKBFT40kc1jPr4oWHsWoMyPjIl05NRqWRbv7pWDzcpL7RMhqb+ahQj49qOVqniEFjzpj4E3hnDb1V7K/avDTJ/dUjmr1yTpbFxiXBwbL62UhrQ5K60tyCUzqK8jEh0fFrGj5xCSK6XjvvuMGmqXV3TY/jDLjeBNhttYyi5IrOT12Vi9Hp2cpkYHpHB8xckdtd2iVBMPL6CqcUsmnQExsYOibaxzc+BvyACaHX7BqlqRSvb0CDVmFoE0JYuIvlFR4exa2UVYCasTKOkeQ6q/TMaYGycQ9jShlvXSdXGLWiRezELwaQkqQsYZ/2gwf+x+UmJDp+XGDwnVxBClTR8xHgPihusbWER0cniAX5a1kl4dFQmpyYkgva8rq0WsiGJjWPqMDaA1L+A2QLa3/TBtuy7g2edaNWkIVLTgDkDAjS8mnHerY8YHuiP2PKqTJ7ZbTDvR+Gpi5qRaF/QvgZtS0dZ01u0I6U/yPSPPa+YmCcBzwzf1Ium4IqQSnTN8uKkKGAvIqTb6NgieZAcWTloOQkOhDzRLGo2kAfYnpWDYRJyUu1IBWKrJEqjYy2mvMIufJWNtTQhBz1H1FqVAmELpiVoRfJItoJYwg5oR9QCaAsWBnOBcEmyEXVE8oN75HokO0i7Ru2o9lgOQoHsHPi8CUXsZ5W13AxT7kTdUzM46V9fQA6ckqLlK7AoSkUBl1TBopGNwIvIkEVcDWWTbk4A4Si2FJOB86PY7gakfUNzSthVhrQBnYwZWRrBsqZaajbXSo10AwcgB87i03OygI3vCgfSAmzFq7YZE1Sp27CeMpYwc7iW2gLnoNoih96mzlyU1r3bJYQwbDTTKmBnHhWsTPnpNEtWBsT8ApdYQeO4EJOVGeyXZ8Zl+Ox7cn0QbSc2zfqMj4/J5Xfflun1EampChsBNoy5QkVnt1R0rJPG7l0SwoxDK9vQtUOq69ZxaG2G4hMSaetICboVeJhAC5zEvtqoPrXO6UcP3gXADylNNLuVnT0SaqZOKi2mPWZkYLO/CI1JPC/EpodlZXwQyRePCkZrDAS0k5gf6J8eQoxPDkkYwbyqsVlq1m2QlZEoZiIV0qznxNDARsf7EXbnQNTylK9V3ojw0Jb8H0JoDrUgzFfXEdf2TbVPCsbyr6IbbbVhxWPdxLtV6wZnUc64hWwqWBAgB+N9TXBhN5XkkuHFaBGgXiRMuisde6I95kHNF1AKtwhQj8Lsya70XBPteL5jZaBVBhK+2V0bIBymmbxRvJaFrgcRj+S1NYUL1prpF4noDe6R45HsUgXXJDu6PZaDUCA7Bz5vgk9ht6xlWhlyJ+yeasErCGCBLTlYvsJ8U/INWHLlSiZgBF7lV/8QPfhDWLmZjwo8aHdX5pZk5Nx1hMR+aV23ThqasB2thD3jpsujRY0wxNa2/hrBiV8E4RhuvBYxW4hjkpHBjKAlrefQmGoeZ9H+zl68YnDUE0V0CtMGTBwirWgfjQY0LYApTRWY9U/31WMqZWcoWhrJ1CGM5nhB5q5elfmTpyXEAa+h88dlZHyU+lVIU3OtrGBOMXBtRGaGRyXSWEXV4hKbmsLjxJhUTvUYbWzdvo+kSphdkOjF8wiRw6Z+FWh6K1rapeL2QyhOVUjF9ARbW9Um66PaT9WWBigrUFVt7HW1XNMuaYHbwnE6qG+cGqltMG7k9JCiCscB9Zygwq5KkartV009wSSeF1ZGr0g4Po8w3oLpyG0yfz0uixWt0hTG7pd8875UYNY20TZTzasphZ6FOzi1S67Am0OodT3l8H69eFPWtGiQYyuI/JDKyOHZV0AZ6p5MQVNpKX/HhldT5o38J1WrgiU4wBzRgugGwBPJM8MfXQvx0iiVhl2IWf/U/UEWhioM4eTZhpGNZANOcP9xQ6IMdCjxRml2S+cuTcFByBH132bZAUIrXQRaXlALIUswL0rBzNIJeVPwzinIlgdALsXcFBtqgWwbbN7I+ynoulfCPdVRCV9ADpw1RctTUEEqBQHWxPxNRTICb6ZEI2PcTHlXhUsVpsZGZezEBTnz3nlZHJmRUGJKkkPIQhzYCtWiBVRJx1MLyFvIqPeMAIxwhEeGqB5kU2GZvCCCVQR3Y+HGOmlubZSlcbwNYKe8ODLB1j++edHshmswG1AhzQh3fGCqLUVITiKkxpeimLPCgwp/Rha2vHnF0XQOvc3198v0qaOYHQwiFEZlFFdkM4vL0tzUJF1dnTI0MCiDk7MyiRa4qUGFa4Q5bFDjHN5aHkSQxEVZZdcGI3QuDp2T+XMnJIntrnpFnkOzW4W9b92WLSLrgUHjawQ71cgSMK7EUvv+8JNuV20XI3Rm3rD7rxE8Vcg1mmAVUi31UxS1n9XC0BInYwuyMo13hs4maelcJ/3nT0vsypTURmqlGvdzgcUZDu6lTCJU+A6qDTBeIgIVmD3UNvIOcEeG1w5zAM6U4yjLwWICX8UJBF7z+rW30hbZx6CqwKuJq3RWQ1lIR6AwhANhbVFHMfaoPba2Aj6YWL5qlgOUk+CvcmtE80fcH9SNYOFG0PRXm79FUHkaMU+WSwMUB60EiscoHsm7DI8cj2SXCuck2VHtsQLAOdnFJfgUdosj6hPavZ7uqRaSBQEssGsOll6ILwq+gNZciZuOmBJ4czeEbwIjCCk0Znx2WpZOn5bB19+T/tNXpA23WRXjS7J0dl7CwUWp3IKpgfrwzWhx83Gmcg8CKDbJmMKirUT7meQ3jMuqajVXiCD4tjXjn3evgZs5349NarW0YM5Q2Yg9KQKYakECaIH1sNXIlWE5duKsjI6OybYtvbJ9+2apR2jmpNQqF2kheWV8XGbOnpWFy5eMjnwFrfAImuZ5eOnp6ZatW7fK1PQMh9iGZWwuKj34BI6oUI0ph5aV4NBadGIU29hrtAueHvrPS2J0CFOMkAzMLcpRvE2sJI/Krm2bZM/Bu6Ru+y6uWGhDq6vaWIRUfbRzqoCrmlpfDwhaX7XRRWMbrGmEj0mES2yETb2UiNrGqpxJ43K4zJSH67EK/mpRqE4OH5NJzDcaK/fItlv3SWiZw4PzUwZH3aEFgQtBN6QXfuCrV9TTg/JrBPVCTPIuKVs1vOqPN4l7On3Ftse8c1tKeSLaljzpn1Qk+697aja7YKBUfC++8hTsWmQq0TXLjZQroGuiG/ZqWg5KTsIqbL6QDc0W8cRyhbIl2iKedDwzDHppNLLY+uGV6SmrdtfCV+kcQsGFiEuSj5awYFmCTsQ8WU5Q4hZoS9AF0CT5ALHTzBDyh1igjDxE8mRlWPD6XUVdDbnCFsh2xfFMZLz3zLNk+AKywBcM5hLMTXEh4gvIBc93UmkF5MXOm+mbwd8KQCPwMhjy4I4MIedGyQ+21tABk+13tQ1dvnRBho6dlutXRwUPVFJXXSE1yHDx6XGZP3OciyMQVvEyEKji0JVuf1sGWxtNjSjzCFMhTCT0lrVMZSJN9VLXy4ErBF7cNBjht/uhQwi+e9LaXwQ+cMwXhh/eGE1x7fKQfOe7T8mPudhgaHRE7rptj/z3/83fl9sP3YYwzYURqkVVaQzBNrkclbnLV2ThGh4O0PSGMSlYQCi+NjGl97zJju3b5NZbDsjlKwNyZfCqXJ2ck13RRqnm4ByGCek68YtGOol3g/g8l2HgnqwSnqZjQXn2zDX5xuun8PqwJPdsGZDfQzN96N4Jad1/qwTWdaOAhRc3t1zaJoUeFT4RqtU2N9GBycIwAq760YUd7Q/JAGYSRtCtRNhNaWwr2vo4EIcNLgfyKhOTMjw2KNeGOmXzwVapaSePA3AxLqdQvCCuzQQtrzHDSAvSerFGSqDWQvI/CdyPxRB24/zRLVLv1IJieqzxMIKbCH0KkiwIkKXhA9LCyQ0KujCRSnLJ8GKhCFAvEu7puYRzU9wx/aaWm17+cosvzYZhi+Qv6WbmMriXsbhVWquhtZJ3p+CeWkQZeQjkyXIp4EZCW4orrhgLos9gCfR9o/oGLMyzT1E3O04XpugXIrcSuSkOWgUBHPBFR0srIC923syiGf2tQMgIvHQetthV4E2JDTeWeRUW0Rwm0O7O9w/K1SvXZXx+WRo4cFaF1jOop+6xHYjPIjBevijh+iZuCdvggyfwEJAidbXSuKVHpi+uNwfX1Cdv/YZuBGGqq9pZwPQK4arUZQUpugib8TDXCyOkHT98XP7jn31Xrl0dk919O2Xr+s1y6vJpGb4+Ytopdedyhh2EwuUYtqxjsoTfXxWEESFlisNxY2h41V/wNrS7+/bdIi+99oacQCC+OjHDlcP4Cq5ToVz5oT207SMIlZguJHHXpX0xTPoiGuqz1yelGS3s5oYWXLKJ/JtfviEXRifls5gOdN9xl0hHj9EEB7zsYTOsev2iFdaLQSo6NmL7W2vckwleIZLURU0SglVov9F6J9UFGB4ijN9bhFqWLNLbt1VmZiMyvdKCVUcjKXiqWJrF1hcXamiajZkIArVqhoMVNWjrm7hlrQONcrOpc+EFDEzzTtXvbu6TWqBlRz5A3KBW8fLnrsLlC/mk4QBzRPMVsJrnieSZsYpbMJSiUQ5KmaJ80coByknIkMv/Lm1otkgW3xlwhXJNdGK6x91R3VPdKdhTs5gmkI3ZgYqMlV3YTbNVOne5hNZO04JpCTqbKk+WE5S4BdoSdAE0ST5A7DQzhPwhFijDg4hHcqZor99ctNwUG26BbBtsnsj7I+jmMp+b4mC6IIADvqjo2ol7YnpmFMXY+wRcXuaNwGuvCcJXxp2UUZHacwvGnNoENwk6iKjEgavl0XGZHpqQ62MzsoiGcr1e7YtWMxBSu9uUey89tFUxNiyRjk6ELrSFKk06y7AyhVAWqqyUxq0bpZe20hvN6rrxWNDckMJTrax54kYDqSYAOimoz1quVpZXXnlDvvWdn8nVy6PyyF33yY6NW+Xo+VNyZvCMbu6jDVVhPP2YIBpINLwLE9i2IviG9CAW9IbxwTuN4Frd2SabMcu4c3en9HXU4pkhKVfGZ2RmAcExwQExrQs8GO8KTWz9t7Si+UaqVXdgCJzKbQwtbB0H+O7o6ZJeYH5++rz88t3zsoAw/AcIk+vvxkYWV2F+taYZ9ld/KQXhOlhJ++P3N47PXaNNVyEcfuMIv4nFaf5mEO4X0XDjtYHFQ7CqWfq23iojU3UyPbsiYywQKtRHsl7lPD1C/dTgWRtJ200Pw4HDZSSJhWk8Ymw09rzqRs2YOKwykxNS5XVczVPgxbggUwhtNz2jpuS1j6WDOch/l1CeFqB9/+75L7wF0n2gbF2hbIQKv5fiiioOunDpHhA3qRiP0n0mF2CyQLajEKAZtHXjUD3sB4Oz+MWfWJhdmJ2emV2aGJ+IDV4aCE7PLYSHB69W9p87W7UwM1e9uLhYsxKNVrB7WhmNrVRwNifMnG1mX+bIeDgSiVZGIsuhyki0qqp6saayZrFzY+9S7+ZtS/X1dSsd3Z3xzvXrQvUN9RW1dbW1lZWRlmAg2ZhMxtEuqbYpRQteDU3lGfrotdyEF0eNyhotrjGtRa8d00rlgxC+sTVJa3iNXEUfNP+nXruWm339fhoiDYygasNLC3Q2CmhwE/O4tBrGddcwwh+HzCJoN+vRuFZUwIPxJ4uwp5e+oSmNTY6jdeQwGzeGmS6oNL0eFR4BqkAwXHfXfroy9JQhPcCWFXbTyKqxRBATBOQV8o8dPmaE3QtnhuR3HnlcPv/oE3Ly/Bk5e/m8tGP729jajNoVgZwyVIBT4VeFsOhSUpajHK6iiArSlsm/Pj0rE1z00IsQf+v2XmnvrJQu/NWG0OD2T07J2AymCyv1MKLCNjfKdekNbL1Gm52YxTcvwr0qNatZAGxsbZDjVydkfGFJPrt/l3Q21Mo33zsuvz5ykdvonpdP19TKhkN3SxJNeFA12Pnax6vd1LRBH4TSEIfPtKGTmCWoX96V8SuywoUU5uY0KpnE/jbBgb4w5gqN9etkXUONTHMz3Pnj70jVQr20Vs+Dz4JCfexaOwO4CfX3ixu0CG0UrKxG49toysp5N4aZ1CvTG+nUhbCOlIae/vAe1CwmaMpg+CLJLEis5aVpFPWT7lrpHweqe6oDSBm1PfaoPWYDtEY8wHxrQTK0XOmkEl2zMnjWX1dA10QrVm44ByUnIYvjnQOILdMWyeI7A65Q2cRswInmGbdhZCPZgCeeV0YW0wSyMS9wX+nM2b7g/AHdWFprp27BtAStdfJItoJYwg5oR9QCmA0WBnGBcEnKEnQEvEE9cjySHWRzorlouSlZJEtWWjjUaUeDTI0qRK4+KDV0Qhifm1+enJqamZ+amFwZGx1PTo9PhKYn5yPz09ORpYWFhsX5ucj83FQlHogi0cXZSHxuKhKJrUQqEvFQArk2UJUMsruoV3qaWd2UoHqUQDySDCSQPGIVgXi0OrA0vzLTv7BycXx4JRiKrFxoaIzW1DZGK6qrY9VNDfN19bXT9U2NsRZ89je1toQamxprauqqGyrCwdZEfKUJuirr6iyTqlCSkzZGiNCUUicYQyP9j6URrckFwp5YnhkFCN7w7A8OY0bgLVt9tZ/TTcxAy6/pMm51VZiFZZm5PiEDeExQkJZa/MciCKscE1ItagaPbfE4B7ri81wW0dKWJlqAYx3ojQikGlSFTQtzTjRlUG2J+e/82fPy7/70WzJxfUG+8NHPyIN3HjLK3LeOHZHTl87Lgw/dJh14JdCv2vR9pQs6F5TJ0gLCeajWuB8LcqtcFOH56tS0TKHxPdRWh4a3Fq8PSWlpbpVWLoMYIG9kagEhmUuPG6vRXndLzc69mBSsR4gOmRvNwjV1CJtj2Pkm5ZaedvnZ0YtyHJOKq1Mz0oXHiS/eskd+cuKM/M0bJ6Syrk5+B9zOW5tTgrgK5NoGa3rAQ/hNzOEubfgil1FcZtExByWzMNeXQ3MiaOJ1QS+3WJoZkkaZ5qa1WbmMG7au+j3S1IOpRhCLWysLGX6on2r347Mj/GEHjCmFub445f7ClWPtT8akQWkoTX7NO9AFDEK0vsZ0siu+70QlckOf0gooGrtoBL+VzyWcm+KXVi5cOWkp9Q86vWwLGEbLzW2WegkBeEqzVTp3uYTWTtOCaQlaK+qRbAWxhB3QjqgFMBv0AZKFzQaKQPIG9c7JlrPmQAHaq9lGwM0Ih4zDJohXpJloNDq9MLc0Mz07Nzc+PL40MjQsA1cGqoYu9zcOXrnUPDo03BydW64OMVWpEKLzPg6T9MiOuZSJ4y1Sj/JLpxvdBFSRQMd5ffQnE6ZjAhFHRcaTjDFb8sM/sWnMJUfYaSQ8yhlsjt0Yr6IaR3eiZ3ZiDe0tU10bNk50bNww09XbN9Te1THQ2t5W0dDSgB64pq6yqqIR5VYjFLNyklY4LQunudGC1/LASJGPJ4ZnRpEFlA38A8dQtmbZF6kp+iLTLzML4CtgBF2EPgQZlm7c2jWDIJLkZH69hBHyQghvdJqUllV7KsEoNrtTI9NoQmekkV7exvW/KniG8cGlSmIVcjJPgut041zFmzokpv1M8wr0NwVRraUbaCYNzW4ADerhtw7Lv/nTb+DKLClP3P+oPHzwPqmtrpYTF87IK0felLnYrDz68D3SpwIvLspMG5niE7KCdndpESG1ab1EuAUtMDcqC9jWXprgFrLqWunt7qJOcMs1wt1dXdKzoU/OvvuWXOcA2nJ9hzTt3iSVpAXxuGAAVfNZU4OdaxNu0/AqgVC8v7tNtnU2y5FLY/LsuYvy2X27ZFNLk3xsx1Y0ykH54YvvSQyB90vre6Slu1tkngW1Cr2ro0KmKfP/Kjx/8VmuCB6+wBXCFzGvWEy1oWq0Mwt3wkGuGVb3Ykkum6gNrUhDdcQI8qNTUens6ZD6Wi4AmcfmGS26wTO8pOjDHHSXUyYSHGQLYCdM58jljfekCxbVnMc50Wi6BHbW6iouygHBpStDMoE7uwTvhIfXklre5BLSFH3p/h53SPfUHIoOMEc0B9w1wRPJM8OVjHtiioZvSj4AfYA4mt8XRj7203nloFMCDeUii54NuPOdJ3UVczWUB7xglnXsLAhcEACe0myVzl3ZCMG1hRtL0Fodj2QriCXsgHZELYDZYGEQB4QjmiXkEfAG98jxSPYgn022o9ljWSANWLJU8NMkHXT5WQoGw0vxRHJhcWFpcuT61QkUSMkT751oPH/ybO/w4HBzbGEeGTYRqA4nhM1B6UMkqG4KxUOhpLFS0wtVjRYDqtliNIx8aeImrCWSltbnZA0RyMtMLyoWKKmqSDDJ+XersYJqaXnYNUbqRYESXI6NtUycGm+5duTdwOsJiolUxRtaW2a6t24Z2XrLnqGtu7Zf7eruqa+rr28NR4L1FFzFOZYq5BSlZNhK118J+3gMig+4FIgntGeGb9IlAr7vDKyZfyPwZgZIfYvaKUy/KIYkSAk9YHatX5YGruJXdtpghxD4wm1cb9u7UcJoZ40NrmpbEV7mJufl+gin+bnMob4ezwyqaQ2i8TQCr4UDZUiFNzVJWP0U/HNnIZVFUuFND7CxrHzjtbfkr3/wtMyPr8jH735E7rv9oNQhfM9ww9mPf/2MXBm5KvccvFVuObCXa4zR1HIQTeU+7fJJblaLYrsaXeRbaVonNes3SWI4IOOjZ+XKxLQ0trfL5g0bJajLSg6rre/uRdu7VY69/YYMJStlsX0zbtdw5dWKdli1lVpHrS8LgEhzuyxz/W5yeUSaairkI7t60YbPytPcCnfr+nWyu7NdNuFT+MOBLbJ0Mi4vv/gOPDTLZz//aWN+YZa0lJkaCbI1LxDAjAEBNTYxxMLlasqEQZfXusymVySN5jiO7W4dZg/t5mrgcDCO+7ikNCCkN3PN8wgu3EbmNkpzzw5zC14MW94EVzurPa95FdRP+1vK+wPvQOvr9l4NMDk0i/rgjWMyYhT12H+v0L/G3j4mM6cuyuQZrmqORjGF1uWS1+Od44VRjvT3p9R8nL9PHBVRbF7QvJnu9XZFySZmA+7ILqk2jGwkG3DB8JlUBhI+SyoC7AYw5SDpiBbBWxrUg4BHsgd9B7Qj6kQqkJ2fMScxj7h3GR45Hske5LPJdjR7LAu0GjDDrP6TNlvAa2ZkcmFh6cq5M+emjr17PHLq2OmW8WvXNy3OTtQwTiPfLle2YQVY1ZCacivYxdXpBLNFptGUkZqSX9XPMPCnJgpy+U8VuDypglPzgRnojdCb5lfnEMXRP1TBauCm+34mqsAaUsFZwZGWDf+kVUGai0mTdZGEoI8KxBLz4fjkfMu1t6/VD5840vVGQ/NiTdO6hfVbN43sPLDv0padO2o61rX0xOPLXIGK1hdC0IQTU0SGA406noLtaoP3hPbMsKHfgMj7VnDZ62IE3rVQNZ0HxIDuNXByPzqEW66TR2RlYtyczteOh/tUCV2/Zq7HrcJvbAVX3abckSVlbHxOBicmpYF9jHo8JmifDLHMi/CnYf0Aso/2eS0n+1jD2UT/AVyPqXx5+vgp+f7fPC3nTw/I5z/8aTm47zZpRCs9zXbIqYvn5JlXX5D27nr5wueekMa2FujzgWrF+VQR8RF047I0x21pCPABtvdrerbJAgLiCFrYcbXf3dEtmzZvFr53JLaYbODw3N7tG+SHxK8u48M21MgX10xlsYtQl10qRVN5vUQigr2y/i1PjmIOm5AHt/XKKQ74/eUrJ+WlywN4tKiSPrS86xsb5HMH9sn3j52RZ555ReqwXX7s449IC7+phQIN6ae5tNGpm7Hb5ZrhBG7RUntJCLzph5rzYHbCbWmhZswvsOENskhJBmNSjYa3q6FOzuLCbWh0VrbecrtUYXscrO7nJjnoLaJ1VvsP2k216sH6FjTErdjg6jLc+rJNIeYftY/WEQXNAWsBrQR/9IUoZh2Tx8/iCm7Q3JKXcsmmnaSEJ1U5DwJ5M1dx8oLlzVyl4REqGjsPQp4se+mugPZEe8yOfmNjhUsuDFEch+Wmp6Ubmqv/FMfQjYZOV7j0ersTWjtdd3qZ5lg73cwLyVBa668LBy5JXtS9QT1yPJK96GfSV9FWQ5k8268OwmZW5h+mJ4Tc2dmZhSv9l/onTp04nbxw9mLD4LmLm4cHLrYn55arqpAq6tDitlWjxa0MJpluEXKNokNnGfq8juuEdFyHst56r5cL6eFkHfPNR6EsAaIeLFU/pbu+QfWixFmfoHr84ayJzpNxnbN0TkFZpP7jkyh59DyO0jQ6Mp1a0rQMvSwtpafmEyh+MZ2oMruD0OLcEDeiVkSXJiqWZiaaZnGbeu3EGxsvvPXieGff1tGurZsv9W3ffm7j1i31LW2N3cgBHZm2UvHXrvHVgv0/rtCuif5prg3yfSl0bawWiWUEXn1RiqfCq7mxyxDJU2my4lHUbgh3ocog9jIjsnRt0BwuS3VSJQsQ3Tuxwo1ml84he+khJa6Wbe/ikFdARsfmZWIef7SNtdjqVNFlE1LDkouVoyk9+w8fQABfsHqIa1XoVd4ccFmEPAHQkgjY+q2dRyj9V//+a7KCHPaFj31GDu27HYrwS1MMDg/J13/6A1lKLMpHPvwJefC+gxLk8JzRUvKRCatUldGW5hN471LNMw9fV1VjK3a7URmQKuONYVNvj2wxAi8FY5rQ0dsgd+9u59a2sFzkZrUrVwbljtldtCFCIyRMjYwWlSLQ1layQIgODWBqMS3tjCAf3r1Bzg1PoeW9IC3VNdJRzy4L/Lbgc/h3H3pEnh8ck+9+52ljBvCxjz0obVzRLLNzVBpmzVBjOHX/h3pxahXZe86YMWhY253EFC40AvwF0TpH8MMbqm/DzneSpiAd++Sq6rA0c5guMDIuo8MjMjo0Kb178I7Rp/AbJDY7YbwzqNCrh/TCDetSh+NUgrWtbhzsacPoQEgzG7B0Q5kfRkL19WsaTje+TD9eQ7+wFKl0y/8UQdUT1DMjl90iQHOR86WUg7A3De8ceLJl2iL5GL4JeWvnZe2Y3tVKD+XeAL5zbgR3vgvPA1huviz0LEEvBgqDuEC4JBVP34OIR7IX/Uy6bzQDqGKuLCaToYmF+cWxSxcvTh19+92KN194ZcOl02d7AtGVYD0CbmddIFnfHUxUsUuL+tMMxCgr1NEPB5WZ4VX45C/1m+JAp1P1I6/uO6sqqpkb+cOcMIIv+wi3n1Ywt0WwgYjgh19NBEN60JmD3yr4hhB8Q0jEFcxBIebfGN6DFhfnmPLw+oRsEcOnfZSbTlc47K3hFbwmxTDRi/MXQy6JLWOSyLyiIjP1Mw6DjL0w83tNbTBZWx/glBzTYSwZWBwdWHe+f2DdsZdelKb168d33XXo8t6Dd5zatGNrf0NjYxsb1O3YStSn2jdVt0xbF/p1hXZNLESplPybXmApzObg+uXeCLyKrQOl9lAjFxWQGbQDm8u8VPbjfFICF1wJrsdN0OnUlVZaAkkRA1iv8Y1eH5BlDleFappldDzG37TZUlDPDBFWbgE0hZXcpKXoKmNZnyAdPoiAR2npTGUQIIVzCnIZAc1KQMPAxTFhCOFP9vA7h+Xb3/mJhFYq5P4778Zl2K34vA2zNY92dmJMfvXGy/IqtrufefIj8sQjd0sQW9TlwX4+1IREGtuwS+aShkAlwm5SVviQEX8hr7bHYZniozo3dJ2DawnZvbFRtvVypS7FG5daeC5oaa6XXm5eGx4dlfOX+2V+dhma6m3AyjAVQ5BTV2yV+B9eOHsKC4W47Olql8/evl2ODb4mz1/sl+6GejnUt56hJShdPRvlw5sPSORIqzz1i5dlmTZ/8jMfl8bmJgkghKtJhWlcazE5YW1TlS51ZCKc6Qe8V/W9G8ClWKRjM/XvYpBShoFD0KxggItGglLBV9+pHhtwO3bx6qC0b2iT2nbeXT2DEmYQ8RX4wN2CjizBsB5s432al5jDSCpZ3y+P/ugVw+aqaJgKc2ivFjvhZQ49qlogw6YBzvknTSQn3ZJgKceSWlLQR6m59D2QzICcC11kSoq4RxG5tHwAFgTJAchJyC3XLWUNaK4otkRbxK1UW1oOtEnISbXh+IqUiw6FlVXYTVet9BpCwUHEEfXVTCmgNGYeAnmyXMqxQFuCLoAmqTCIC4RLUnH0PQh4JHvRzqTb0eyxDEz2VweeQCAeDIYWZueWLh9+462JZ3/yy7aj7506wMVIVXXhaLinLhlsrA4mqzingsqEoRjTAdS2zDbmvWf6pJnTTbYqKVRTi5CL3/1KzASrOb9S28a5j/ZOqVvXSbhLanCzWd3YwnX1jRKp5VZSPdeiPuF13kFIUGEXV2Qoy0JSQxwBG+E1icenBZnEHHEOmSTKQfclfP0vTk/gNnRE5seGZG7kusxx1mZu7Loscih8mfMuMQ6Xx4zkyzyn8gq0sKALYIqYnVqqqSMyucoAgZWpgdZjT/244fAzv1pp2dh9/fZHHhm8/f77Rrs62zYl4tFm6qqTYxY3257pgGere2Y4KZQav2kF+WLUxo0t4gu9KCCbmKVCYeot5S9V5SEVQFQBqL3aXEagJ4sMtuU9KxmlSQdPcJBt+eplCTX2yeX+RXPNrnobqKTjKpiezjQuybLoGiAHwS/AobcQnV4Fy5QwpnQRI/VoJ/RTEjJ5mqZfFgJaKk1JwJ/ywMeh2yrvvPme/PRnz8no4Kw8ft9H5LZdt7CyrNJtDKjH5devvyI/f/nXsmnLennykx+Rnd1NErtwRJb5YPRTSCyMUXdWh9V9srzIp6F2G6aOeB9AIB7ChONs/wVpaGySLV1NaK31I1KRFz6XOdxVWy+79+yRZ55+Ts5dvoy974zU4u6ssh4Yo6VM8ax1CPGx6y1zcTS8i4MDUkt7372pSx7fv1l+dvii/OT4admAu7TuboRQzAw2dW2WOgaJ2Z/NyuuvHDPa8k898VGE7EaI8uQTes2IxGCEUBtAOJW5CWOawlumemje9TphblGLrNtobHiTuv+k+03YWIUrMMHgfKzaZnW3NMrsxDLa6yuyfWSrVDeAi5m/6IqcdjbtYDoQ+EawNpy5/qPZhi0GsiS+mePYe+s2WGVrk7TeugeBdwzNP4Wy8MBPb7bnuBJbcyK8+3l8gvkhVRKMKx+pRNeskgorH7J/3vxDenNXIo0S0ZWvMpCwVS8jWNgS1xpJM1c6j6VTWK1CYVqFIVap2d6AD0QfIFbiqXARSO6g7qlr7Tx2avaYjfl0FsLl7OjI5JnXnn9t8aXfvNpx5ezZW2NzE/XN4USooVEEx0ooO4LMAAiGaRxVhpmH0Vg1uTHOPKtooBduVrOb28AlSY29m6S5b4s0d2+Qeg5b17Z2ME+0SBj3miF1d8lurt7QiaDNlK7zIsT4X0mHCFcw79chMNSjKFMRRNM5RiNzKHai1SGpxINQpIUEnfspXBVVCKJG4RJjp3YFIXeJHccZfPzPDg/K4tBVmRtkLu6/KBOcQ0K6p0jmM0wdlLbWie/LWG+qJ6kA9VZ3abHEVGTh8vSml791pePor349vvnO2y/c+cCH4n2b+zZjbIHNX+6j9HIe18QcqBITbkoheXm0cWCL5EUra2ZKZDWjpWpZVbjJLzeo8KgdSGVKo6ADXDWwqQNpad6UhpFU0rUirv/F2GoYOX5SrnJ9bUy9FrSzra1X0LIlUcVKLUxn0segmq6GuMX2RbhObUFr6fTQU5LwqYIY6lVjs6MCtz7mil0EK9U+mv0JOntSTSQQdqPsiV86fVm+/4OnZGxwRj7z0GP4x91rtkRwoWLg3z5xWH7w7M9lARdb/90f/2O5nRva4hNX8Bc8CHUKpvw49q1qzrFUU83H3JQSpikizIc5z7bJpYEr2LAOy+79+6SdFateIhEIYxmvDHIgrBFThQO33iYvvPSKXL52RfoHB6Wzt5GVLsIj+ycpQGB1tGAxEIZGzfY9RnseHR/BNiogXz60W67h5/cVbI9/cuaSfGnHXdKM5lmF9pb6BvmDJz4rP3jup/Lcs29IDdtD9z90j3S2txmBHEeGyknug3RptNRqstDSbdo2vjAFPyrsssJu60kLu7wHhYVRs9qGxwg2uZGqmLrwRaCvkdqZKRllVX3t2oQ0ddYwODFopRzpUq6Wn3rPuUw4U3TA4s/8pzRYVNCGAS7haNiyUaL7R6SWi0KSXOHsTtGjrtZi0iDukO6pVnQTdoDZo/ZYDm6BhKKwiwLOU3AOnZwE8xbzUCgqK5e6F7o/SFco10Svcuzp7qjuqXZM91gW0+tbdEfzTC2rsJt+s1kePUv1meEg5IgWT8SFgEtSAbrFYRSGdoFwSfJiyh3UPXWtH56dmj1m+NJOpBMAWYzruMidvXD88MmZ159/renIa69unRsba25kU66zXqSxJphU29dUfTBZUDQlmenP/KqyogIBdt3WTWhtu6Wxq1caezaY33riNS3tUtXUKpUq5HIeJcTuICVTPEoknfsMDWIqsKYVWBVoVGo4bF7HX5XKChQyh9/5eS5gWmReWAZOWdAbY1VYVk2w+mkPqwwQYKdVhWeeBHNKgi3qbuSG8PI8Z4zwDY+2d4YLrmaGr8kICqvzR9/i7z3m7ChCvc5Yau5o0JEVmJox5VR5WBUtS4uztWPnjteOXjm/buT8uf699953fvut+y93dndsDCRjXaDpoepV+940nRS1G/HvDS/AlelsqdmAK9j7mmgEXsMBL9FdaLDwZ/oLWwccuFJ3XBEEVdXyhVnuhdFGrugNavrFaM+wENP6q7nA8tKKXOg/IbOYuzQ2tEoD29oLo0t09qhUYgOqHUn7unkIKJ66NFP6ehOZyYSOGqfHEapWhq9LfGqCq2xZRgKtNsIhtkcqsBMON7fAAz0yrQW+eO6S/Oev/wBb0qB86v6Py76tu0HBzIGPRk0RLgxckj//4XdkeOa6/O7vPiaPfPQhqQthEzQ1xneFkKW2omqcwEeyMj0lC1NXJaaH7cJ1pOJdAhpDo9cwU7jE1grmDGhxO9Z3sarEiwHaSdMcfJTY+8j+/fulCQ3wFVaWpy6cl327t0t9K19ViFVEpuHgna/SCL0VeLmo5WNd5gKM5NiIbK2tlS89dIdMo2X/6amzsuHANfnU1lu4uINLLxgA6utr5fEHH5XGdxvk5z99kWZLyEc/8oC0tLZwbfESX5++N8sLolTzmNEC4RXhVoXcxPw0cAwaNY0cMOMdsJgw/OlL0gFFV+JobYOMCHgIx2wBg/+FgLQ14FJtpVouXRmQ9b1NUtfQrEti6gN6ZpxMlej9r747FhgpcB0IWTDpQmN0npveFs1CpWFTjzRwo14I847yTvrebBWXoz3Y5+MJ6pnhk/D7BJbDdk6CP8bWiOZNvDiCOdAmISfVu7jfqhzqVZaqpYk4aDmixbdMyQS0SAsRS9CLGR8guahFILmDuqdaWc8t1DtlldpqKAcaYRcxcXl5JT548dS5gad//Iva537+7J2x2YXadjb8tncEmF+YjnRaMiMzvwzOCea6JPOQTltqlmfUoET1DDaubGXDXR+SrQ8+Jq2bdkkV80IF506CAXZ1mYP06nluT2M8V3tancN5lEXmIT1Lo48Kr2EE3SoVdJlnatHsalqUuXGBHdMZHOwuIfCq3KHnf2DDzAV6M6fN06UKuekGDDOXVyMr1GJi2cTuZ6DTrow9e/gtuYC53PD8cakTZBN2EZmN0tgqAmDywK6jbj4HEbzV2hK5HUXYUtXVN17dceb1N7ZsuuPA+Qc/8+TZbXt3TdQ31m5AwGapoMyZf2/QPzeUeA7P2dKygRyQD1xCWuDldaZlMu323Cui8dyHPD1Wucy1uFG288MscRQwSEeOtHdwwAqXZFNTqa6hsJZHL19ZxF/qOTwMBLsbpaulmVvBsKmlw1RiAxrhz1amMoSQF2EVyJ2AfGkI0/qRIOguo0VdHrjM6f9xvAos8eUhTCm/wAQrOeTVOiCVPZukevsOI4y9/ea78sMf/orVXJXcf/sh2b9lF/Iawi5a5mqM48+wovsP3/26HLt4Uj75+APyD770OWlHOIxdO28+RhXE9UsyC+B4kLrzkS1MSKAVwStSTzo2RfB6iYNoJy+eRXivlLsOHpLe3j60rjOsBvkiaA81A6iqCcv+7R24K+uWN159S46ePikf/dD90rpcbWRIY8urgqE+2gb61SJUVnb3SRBNdwIBP8xo8sgdlRLdvEv+97/4kXzzqZ9iB10ln/nIx9jOqcDed0XWNbfJA7fdA35QXn3hqCzML8kTn3xE1nV2sP+DtwQv8wYtUw8OsBhJ1rUYfG1XFXzNsl2FZW1sNWfAw0Kgrk0CM+MIoHPq4oV2iUkrAvMy9vvnuChj+NqUrOvAHKJJ+4PipX741/3RfgMP5iph2kuV+oxwHDiIyvA7ZyU+qre+TRmNQA32X0vDeLHgXZp3U6zUq7R50j+pSIn/lpdWOailaPim5AOwIEgOQE6Cv1ZeA5orimtiYRZy0HISCtNwQhgSZaCToVtsl8/guf6m+Soje67FFJeYn6nieC03tAs9lySv+hYBuqZBqjB9eo8BCuAPN7wwPDx+6pc/+mXyF9//+b75ieHGtvpAgKFc6pBy1VxNR34cEqUeI+wiBKq5ntorQEcVQwqVGsIZw/W2B+af5r7t0tK7mUPeM9jVzgOiRHRCZa5xYVJnPSN+A6KCbgPnfNSEQc0Z1GPPNOdTZtk5XUS5oxUwMosWmufRnV7kU6lASq1D2K1HWYM5hpmOFE21ysrKEmdw3n3rHXnxxTdkYmZJUheBauUUSOH0N0KZXPiGmYSx+WX+MXd9UgaikDQEON136p3t3zt9ZsPWe+47/8BnPvnelu1bt7M8aEkk40g6PMp0WR5l7MY/2VKygRtf5o0owQi82W7POzArNNdXQSKVjbFtMEdHSEaDuMCio2vnpTOG13VJBQenlhZOkIcQqgfM0o8KtZx0pAMty8jsomxOLElbJZraILY2arheEUWmQiDM7BkYPARpBK0I/ntD2KVq4YmpSVm6cBqvD+fxEztC2fqBpXlWVaCuFDFUT6KZrEALOM9W+/GxOfn1S9jgTgXkI1wosXPzdrNCjLG6rEJDe+bKBfn2Uz/kgok35JGHDskf/v7vSO+2jdBYNAKq+dLT9VC7nhjusZZxR7ayMCehhkVjLK/C7gra21MIu5evXeVGtnbZwEURtfhnSaj/2MyjPEKjpblCbtm3W95595ic4OriwaFR6eptlho0tIKi1/YoOryqaUcFBv1Ik1Qb3rF//vD6DTLHTYv/+7/7C/nrZ35sVq2P3vcg7clVycC0NDfLR+5+QOIvxeXU0cssKl6QBx6+l8swOlPbOwwafHi24kxER0HqFAgiwZohgXesbhKyVQGHFbYuSML4H04uINQjhNeEY5jThqWmYYO0ouG9ODol14bGpGt9s6xHQ8x9wuBlieSWm05RrbsK7Ql2EhRaXcEtcaHJ7LHDsoKNFVsFvJYQniGqZLaf23RiCbzSOG14C5fjyUAxGeUophw08vBcGvnSsPOwZbL8Uy8MWQ6IQvyWkm/nzx4rhW55cMvFT5qOg5wj6pNld1oZ5LXRTGMXQC6QnWHB/lsEkjeoS45Lkr1gPzEHEVV4oqnhv1giEbz0/DMvDz790191nDl8tCe0PF23sSkgjdWJgLoJRaQ1wq7OFTpbIOeh5cRjD/N6U1+v9Nxy0Cgohk4ckSk8MoXY6dPNwCXce5557mlMF9pl/6d+D9vdzRLFrNFIjUaBouP76vyT0eqqAqmauTuj0a1krNc5gevbZB6t7iK7rDCtepHUs0oinZD6UWFYQZTrSqWHrFGjh90QelV4tqLpXLbCvPLrn/xIfvyNb8no5auyvj5BG6TgdNpS15gqr2zk3E8LCqgrx96V65zDiS1wmB3lX0Tnb0M0GahQk4/obPXlV57fOj0wOLz7vnsv3P3xjw41NtZsx664FtZ0UkXsdZuAbdXwiGQq75FdhuRsCdlAGYi+zyRSAm+aCWsHyOFLM3lLK5glzE4vYs6gRuXpF4wQrJceJDdtlRiG4Cuj15GPEJDMoSZMH+gFowu465qYMx9JbWze2M7Ea5s5gYn7kQDCJY2qf+ZJrwCD7BOEEfCCbOEnZlLC7sLpYxJDy6sfhdq4mkfxlD/+2ICXMMLY/PVBOX3lujx1akxikXb59EMfl76uHspQoVXNDEJyHZ+x3/nFT+TnLz4rt926U/7ZP/x9ufX2AxxMW5IgPJgrb1m9mhUn5LUYFpWsArErQrgOcnjNNAG8jE2Ny4lzp7ApWpb7du+Uaq7bXVmoNSvUDHuGRwS5IKf99t9yi3R1vyj91wYwazgnW7f2Sk1jPX55VYh3ebQ99eH7CCLQJngP3Acun/j0x2Vqbl7+w599S/78x99lm6ZW7rv1TlavaHoZIPTGuE8+/FF8Cr8ob7x8jC0kzBs+/oCsX4+mlyuCjTF2ivLqv7aXsZqcE6JiwVq0+xxkU5OT8NKCNOCaLBHokloW8uux0R4ZHecAW6OsQ6uvimLTBtog+R7GCj01u4xWNxan/RH4l1nszF0flSAr8Eq2ttRGS4ezJFr6pL4U21OoABuwR8QHDQeIPWqPeRTimVw0tiuCa6JnmaaD23Jz8XNTbAhFRfzT8g+Zw0AWNRvIAfGVYNBLpKEFlYuOksoOmL5qkAcIplL/54Hxk5Vun/RPBsMRzSQX+F0bljtRBy1H1IlTIBtwFwiXJCfdTNwd1D3VragMHa9fOyV7THFUwYWchZ1YcGZwcOTUc0/9OvbM93+0d+L6WFsHU1DXumCyJsIhLcZhFfSUglrXxZZSQmZVfbW079ginQh+6/ffJV17blfpWU7/6idy+K//XBZRTugFUrojO44Z3uEffBXlVVD2ffoPpL6t05gv6LitShWlnunH5kAa83INZ25U2FXtrpa9wJw5x1ymv1HmQTaZmeURRHXOd3mUnn4aKktWYdJYzcRTCz0VotW00u2JcR7onZdflB/8xdfk1Juvy7rquHTUqYaZKRLRNIbCTg/q777nfrn7yS9J55YdMnj2hFx45xXpP/aOXEfZNY9cpCxFEPjVC0VdZSC5El2sHjt9dOOLl093TFztP33wscfe6du2eTNs9ehkqJx618TKqbbEjXmylLOBG1POB4FqRsNLj1bT89RqxvQyJ3e8Se1ES0sxBL4YQhc2t/p2tZFUGGMvPtLKbWM798s8PWRlZIg0zVSaIRmeXJLzeCToxDyhHkKqIa3Q05ltHJLCZ57ZDuHVm9Uf2smA+uzlBGcYdyVJtjAWEQoXzxzn2ttpo1nknxRDaT7Nu+KfOnqorgLfuXhNfoong+4N++X+u+6SXnzaqrG6rlWrOWQ3CH//+i+/Ir9552W55Zbt8n//H/+F7EfrGqRstdPVTyqIKYJee6tjg64A9UNaRuu4jP2yboCor9oQez2Iv3IarfPZyxfZ0miUuzFnaEIDq5pY43U7zaN+gLp1osL2bQduk53bt8vPT52RN46/KwcP3IoAjMkCbZcxrnd9D/oSaG8zVGCP21pfI3/0pScN3le/9n35f/3Zv5X/8x//E3nkrnsRdmtkjiuZ9UDAw8RbGhrklbfewE/honz0Y/fLjr3buYZ4Qd+9rS3T7Ob/UT54tE4h7LGDqsFlVGxaCMo0hxIrsbfdyFXHV4euydWB67JzjAMLHDYLmA2dFK5XAapJ18Fykcs7EsusxvVgHIK8Ho6Ued4D5WhvFbbTtAuafqgNUrYnP39lK8aDUKr0IngoAtSjyPIl5/CSk+CvrCLRXMFdE29I8QWJlsBKQdqlAcBZOZlz0HJEfbJqwbIErcgeyVaQNYXXRNcnkjeYR45Hsv+KeRJgKgtfO3v6/IW/+dYPml946vmdTeHlyN6ecLy+KsFdQhxEUyFPpwX+4jHdskcXg/1tY2e3dO3bLxsPPiQ9t93HQbSNCLecZWFsV/+5C9OTcubnf2POvlSgHa2oCchk/4Cc+Nl3pBIPRXse/6L5TSTxmqC7hozgapMbYX6tRqZQG91aBF4d2fUQ2iyKpTm10zVelFLmC2pH7KyZiVvmpIja/XKuphaNrNLTuNujc7oeijt99LB86z/8ezn2+uvSxHmT3jY9lIZZBvVH/ICbsPTu3IGw+2W5/RNPYmVYIxv3H5Rddz8s599+SU6+8pxcPPyOTOBNaZkd5ih2vrFwEudQwSQOKNDZrFQe/eUvDoxeHbjyoc999sK+QwcXuFa5l6pwPYepjk5lHo+zth5gRSan2qxIpA8ceHFtYwTeTPdR4cUIklopJx3y1C3UwjyHtuh8gjVDStpIw/JlBOisatag2k8VSuK48lJxdw4BeXhmgd+o7FnXLjV0pBVu3mqoDUl9S6/Er2Lbg388412BThpQp9Md3VK9eSfmQfi7xZ3Z0vlTaHanU3yZlaEymXpUjlUPD9WsCCcXluW1i0Py9vlh6YzUyQFcfq3nUm2tjgquVaz0Tlw4I9/++Q/lhXdflYMH98s/+ZMvyYHbbjWrUEFATFUMwZMPOUjHDiAw4lzQCLtL+D9R+V4tNrS59LDaAjhvHH1XLsHngXvukY89/kkEviFZWJqWWjTY1p5sfBWz2l3HlcPb9u6XyqeflrePH5YrVwdkO7epYa6EcAdtZ/unqmr719wuw2BUh+H95z/3GHzF5C+++SP5U+yR9WrkTz70qNTgv3AZwVGF/H14e1CyRy+clF/+7CVcsyzK/tt288oRMNFqm/dvK8FnhMVOIMhSmAap4q70xdklqZhLShNCcB3lz8zMSX//sOzkdrbKRgYerVze+qVabJnDCGprHArV4IpsnbTSXvGhGg4sjouel6xFgK8eGZYI7R9A+E2Pd/6YTpeflw1/lFygfFL1BPPMcCnLKylFwzclH4AFQXIAchKyzHrnAGLLtEWy+NZAOSDy0itcgBU9J5xFN4FsLAfOb4JO0uV5oJMmVTrFVVoZ3kqm6UHAIzlTrOXXAemIWgBNsEA2MC4QLklOuvnjHgQ8kvPRWkVZDeXABwKxULBi6PlnXrz49f/0rc0j/ZfXra+Lhtc3BJOV4bjeI5TS6poJSBU0KmQGpbZjHQfQ7pXtDz4hPbfeja9cNYtTO9Y4wh07tythWbdxu9z1xX8ki3gTuvzycyi1Zo15Q7iK3VQOVx/+wTelEiPX7Q8+LhW4GY0tsNOrgi7qTrXTrVHTSCRrPfQ9g8Z1ljM/Syif1JyBScMIxloft9rpjKFQqiWuZo6vU7tfBF1juqATtcejc97lc6flJ9/6prz89G+kLjkvPe0I6tRfPzOVLfQWuLa+TnnwS38iu+592Ai7uoOtSrBmvE8c+OiTsuPuR+Tie6/Ke8/8UE69+oJM4IvfKGYQiyBhLmitxbh34vzx7qf+43DttQsXzz78+c8u1lRHduCJotI+97rV0KMCPpMNxfKT9Vl6PrCby1Ra4E0zRL/Idg0NWHlhhRRDYJ2bwfyADqAvKNuICqtLQj4MdR9WtWkbLxs7zPOsDjFFuDo0LSNTS5zyrETLhxBJB07G57E5Zct9Y69E8YYQ4OSmCroBOqr63K3E/KCyq1tWxkdlUYVdXIaoQGVOdim76UFfeTD3c6M1HUPQeuPSkBzuH8esoVLu3byBrYkQpjST0AIQofjwmZPyVz//kTz31oty55375J//4z+QBx+5D+8FiyzlkGS1LikHwyxpOQRXzalSNL0JbIMX56gTPl+1bO3FYYQ81fIO453hNU52LiHk79LV766dfOCjuGFDE5792ExrpdpX06CpsLt27ZATXHF87NxZ2bdnF8J5I6tiYI0KF17yPdBRoTeBlrZrQ6986fefZCUbln/31W/Lt1hlq53yJx74sDRz2G2ZVbKaN6i5g26inLh4Wn71zBs0SUh27NzALTaVvNeoESTzFZmTp+/BrNQ1B37guxKBfWUuxGAVl96u9RzmG5AzFy5J78Z2VvdoaSPgmKuCc6iZBLUj10F2iQEvGGVLKlhjXNzU4vkiuBUb5plhNPHczMfBwpaVBQnTNxLq9qzIJ/VGikTyAC8nLY8i/i75fW2BcrzhctB4XxvBo/By1quctDzYfR+S3Wvlnmqbd8vJK5dIzM0unf7ht78zgxeGXXPXh9ZxdERa61ICnhZlhnMYYFg1wm59R7NsQJu79f6Pyfq9d0k983IF87TOxcbDgu5i8l+CuTNMejt+4w/+4b+AUkLOYOIQ4AxLGB/tyXBcRk4dlje//u+YA7iQ6b4PS0tTk1Qyf9Ug8EaYv3WndBrlzCyKjiXM1OLIEKkW0vlAJ+bcJ2P3q4JtPQJurQrOKL4i0Ezt/+XiZFJ04TjGDuSPv/Vt+RkCb3VyVnpoD0wRqLvWAHOKmaSs6+uRuz/9Rbntsc9JI4K+mf/hlwDiCJcqsZOqf/vwRtG98xbZ++CbcuRXP5VTLz8r47jmVCuKCs6tYwKKo6NEaGVquPWdn3x3PxdhnL/3yc+/07u5b3/Wi0O6xhkey/Fr2tCjq5WDfvE03j9mbAKvdqqgMUOgCk6eyNOV1+wUbqFW8EqAAKwfh+3RXqJb8rgjqd62iw+DQ0XHj8v5kasyhZeAba2tZkWn3goqktgBJ6dxH7YdAfcAdqB9bHezItOtazqP+vVVIXPp3ElZ4XpdU5RKU5ZCDb98B9rpxmYX5KWzQ3Ksf0J6cJF295ZucwpzBSEOi1dscFbwoHBB/vTbX5P3zh6Thx+4U/6v/+0/kj07eiUx3C8JNM50X4RbvCUgjPL1IrzhH7CuGS8U7bIwOU3nj2HYnmoaXd1VADuD7e6RI6+ZA2vbd+yQfdjmXhsfx36WSya0p2e+U0tb6Ye2hCu1HTt2yb0ful+OHjshb2IHdAcCcGfH7dg4odXEDsh84xY8W1tnIuTrdlNyekbW4Wv3j/74i2iVa+U//Odvyb/7ztdwyLAsjz3wiHShIV3GDko9yHzo9julDbdtbx59R37w/V/Jox+9W269ay/aZc6xqiSvRlI5HSBTYL5fxcPuqS4ssQZ8I84mpA9TkuGxMbkyeE3GhuekroXDd2i46WjpIsDRMk2RKXwVdrVSKvCGo9heVdCv6FshbJxbetpwUr431azUs/HqFQm8+jaKCR2e9EnRSIU9/s0LkjdzlaAFzBJczV9jqGhargipRNcsN75cAe2J9pgbEWeaN4Z3DjRsmbaIs4D88SxqNpAfPp1rg85GsgFfNKxAWcxswJr7foZhKM1TWVizELEEi6xgfoaKo+uAdkSdjBXIBtwFwiXJSVfj7mDuqR7AbmSzaXZK9lgGiDF1aWJi/viPvvOjlb/5+vdvjUTnajahyWxGdjWiG2hMy+ziqq2qXhLRIB0798nGex6UjYcels4dt3JQutEIuXo9r/rHNUIok5T+p0+C+UUPmvceuJvbzSbx5rQgV177DWfJ48gCHApbisv14+/Je9/7z9KAH/tbH/qYsatVDe4887T601Vb3RWEYK2FUk0JuplJVEuhPZk/M7VUQbeSMmv0L22nqx6h8j2Kr3RnOVT3k7/6tjzzg7/hBrZJ2dkj0qT2txSnui91rdbQ2ogG93G593N/bITdFD8Z6mm+0vzodcgdG7dJM3NeW89m6cbP/4kXfyX9J45yj9OkEfxDCNOVtYHk8uJi7XvPPrMvurR06qHf//J7PVs27OA+AQ7WlPaYdsk0TmmkSsB+3xnw5N0m8CqUvWtZ8TBg5xrdBVyS4fbZuOGy5trCfAxBtrIT3AC2OBqX0eRJtLqz0sVNKyro6GG3yggfDB+O0QzXVOJdAc8Hi1N8GHoJRYNZXi0PDXKbFqfwl9my1i3z9EP/4mHliOCkbkbODU/Li6cHjZ3wHtyjbeP2sQoM1GN8wXVcdRtDoHr13dfws/t9uT4xKJ//7Mfkj7/8WdnZVScr/cdkeXQIJSW9G21ngENqITpukAN14aZO/ADjGLuxm3pfxTQA7xQq0KsgizAcTq7IlUvH5cU3fiPzXGl4x223ye0Hbse0gA9SRw/TmPaXrx+MfnC6Ou7ZulkOIPA2ffe78u7Jo3IEF2W37d2DipRtGeoWUntXleO8X0qqRShCQZLQrMFzwaeffEyq0aR+7Rs/kK/89TflOhrQLz32O7K5b5Mxb4iyKt/c3Yu9VJW8feqI/OrZN2VyfEYefvguTtRWwR9tQR3sH3eqqLz/GiYYQOG7Aq1BWG24IrVcitGI0DuCWcOgNK2rlnVonJPBFaOdNo52WY0bqZ1+Y5bWvFPV8urhQs4Qm7N1qpVOEtY1FUeHQQOGQS6jQcc9DqXb2zovr66ZPvHzguXNdC3Vnlgqvp3a2mJ2HuwxD4q+gDxwS0h2LdY1sYRCSkU1/JTOlI4b5X5KpwiF0omUuVoOhhxRZ2EFsgF3QDiiTnrWuDuoe6qzGCsdr7Cdkj2WwUE5szg1sXDy+9/4fvLbX/nW3Z31Sc604IVBzRJ5zLY9/6igq+NpXSfmCwc/JLs/9iS/j5grfmOYKS7NTQOtZagyJleo1N3OBGN0hHF5670fRnhekQXMG8ZUaYUwq97LEhyaPv+bX0gr2t3udeukC43oAsP+JF6RltiRVF6Uh1zqyunqo4Ku8afL3FGPKYQedDM7g6sgrqGMsDuHeeQbzz8nP/jLr8vA2TOyqV2khflKy9XzdOpbWF1z7n/wI3LoM78nXVt2utIzifCiU1/mqeAA95bb7pbePQekj7/Xf/xtOf3Kr2WGC6nU81CMA4Hq0rWev1PPv7BncXbh0uP/+E/OdG/eFMDV2boMnWJ+zZt3f/3FkFkj7PtWcNH8GoFXdw4QQ9PCA6/cvD1LJTROT1T/s/OzUWlAP69a1cyGg7NUtV1REwUsOeXcFBJK03rp4rraurpqDrwtmGuEazjpGUGTm0RlOjfRL9P9RyWKzWtldZM0bbkdZ87teHwYk/jinBG+Uh6vKRG21M2ZblksczDqyKUxOXJlTGbnE7IDF2Zb21o4uIZ2GH7rEfpGMMN4/oUX5WcnTkssGJUvf/EJ+fIXPo0f3A5ZOfuOLA1dxM0K+zeZD5jOG59FkJoalQS3qgXq1snCInbEgvutMIJsbBpBiwN1mDoszVL2sbfkZTS0TS0tsu+OO3Fptk3m9MIGWscIjJZmzLYTldD/9MKGvk2bzSG3p37xC3mdm10+dMdB2VHZx2oaAY/yihE6Awi8AYTZFq7e/fTjj0oTNq5/9rXvyHNvviijk5PyhY9/Sg7uvdVo2RNchrG+q1PuQrA+jg3TiWPYSbOddOjufbJ+I9s2Ohiqv17aw/eTqStdKFLNrTiNYbwrsCXU3C5jLZNowS/isq1ZWrBqWJm/Cv05uhUrai7hiHB3eqiu3rSLlqgH91S41Rv5Uv1JV9wMygyc+AKnE1AY9dUFk324KcBtmscMqwWgi8wugqoLqEtS/vJdEVKJrllu1HwDuiGn03Jo5CRkkb1zALFl2iJZfGugHBCF6RUuxUrDGl7FXA1Z89+3cFpwLp2rXAq5KX5qacGyBDOYLkmZrMK/eZDzZFnoOqAcUQtgTtA3qG9AexGraKuhDASCXepmr0BwfnYmeuYr/+ar4ed++tTu7sakbGpRragZOg24GWcZ6oMoEto5mHXgM38km7mcqXF9n1HcRBdx9akKHPPkmw9UmcPwzByv2s7Nhx4ivChvfPX/KyOYEqobsyCKrhiHvo88+xNZQUD+0D/7n6QOxdiKzr8ghzLzcLo064/O6ZRgzs2o14UG5nk9mKbCr553z8dZho4KvHoR03uvvSpf+f/8SxnCXLKnEc8UjWDDO4KQMVsMs8O75Y475IEv/xPZdsd9GXR/v+k5UwXfPQ98Qrq275YTd/5SXvjWf5L+kyeNHIWrexo8yf1OAbl69K1NP/pXs9Wf/Bf/p1N927fG4ivL6wsVZN64+acQZLnyb2ph5WI6h44ReHV3ObWkQnRQRRmPVs+E9B9NQ+O3zKUCSwhBjaxMjCcB7d1uj56IpAdOoXk9evqiNHZslO3tLVKBQBuYuy6N9QlpQKiqwEY3FsdmZ+CkTF89Bg5b/YEBI0xWdKNFVrdk/KH2N3kqfFWkj2hOzi7LmWvTcvjyGKvHgOzu4DKHFm4Eo2y169HP8/TImDx3cUBe5JRodUu9/AneDD73uU9yEUKbxAYv4Nt1EO0xrkTUvZlqbbU+/LHM4kKLWTrmtCwOjmA838iJ1SYJo+kN1LXjz7YCwbxeLlw4Ia8dOyJjbNV85qMPye4DBySAnaz6AdZBxOKKOKeVtP0W5hbwldsin/zMk/LWO2/Luxxee+mdN7B77ZT6Znji5rUw/orNy/Boahvh9Iem5g3VXPH7kY8+yPXGLfLv/+yb8sqr76GFnpVxtpru3n8b76DBLHD6sLFtQNA8fPKEnD55mRV6Um7BlKB7E1caM6Cwv5RtF1tZ+SLUXbXvtU0sSuZWMJ9gNc9tNmfeflUunTkr7fM1Elnsh/YC7YTgz0GGKq6drOTQQ4iTwMbdHAOfLgpiqB10y8u4kzGvh76YGd2ory4IVNugXbjg46cNCxKxA6yJpCeSZ4a9UM9YqfiehG9yxgegHoaFtfORxcwGSmtCnajL85SZjoWcJbg2VksmoMVaiFiCZWGoCHruoO6pa+GtICUGT8bG2NT00plvfuXbiRd/+evdzaGVyIZmTM6Y9dWKTDfF4uzacnsuV/02yeb7Hkar+3npvfWQ1GICp+NvXG10zRkNxl0fj/KlHnZW0AjXo3C5/ZGPSRWKjVe//ady9cQJjq6gma3E2c70rJx64Tk8/LTIgS/8I2njEiU1O9Sh3fYKIah86KNKrlqEcmO6gKAbJp4Z9wtzBxXI6Lz79ssvyHe/+hU5ffiIrKuIG2G3AkIop3HQRCAQl57dO+SRv/fPZRNnXvyJ0obFnH90N7sVf/kHPvY70rhuvbzxk2/L0d88LXOYSKrfXvXfG0K2un72bMczX/3q0qN//x+c7duxNYTQu86tYNMSqebIKav8CTetoPKz7kHRCLy6BR/X3kCvQXzIBSVJD6ot6Q1rujXBSk0vW3CBhAAU0P5GEXQGLo9w8cCwHNx3p6zfshf5Bq8F0sF1fkmp7WyVANcAx2c53LWCQMsT4ktIYFoQQzBLBHFtxZW6cRxVq22QOVRGx1fRZhSPD4cvjcu7V7mwAU8Au7rapaW20tRBTZBV1jw7NiHfeueovDcyiieCffLf/JMvy8EPHeRK30ZjG4yhLFC6YuRRQdGsMDWi+zr8JDl0tSDcrz0j83OcNq1bkYqOPQjgaCPZ8k9G5+VVrit+7cw5qYfmE5/8pGzZtMnY5ma22ZWa16OCmvrJbWxrlUOPflT2/fX35dmf/VSefeV5uf82Bpw6TA74WHRwKPYxLtRYJITY5rnljlvkf0Ho/drX/1q++b2fy//x9T+TsU8+KR/jtGkn95nr+6xhNX7n/lulbaBF3jtzVCb4GA/dc4vsvmULgwptQ/9Ijzn+WNHvhPpFajiMUMPBvUS1tDRyEQcLhcsn3pPma0HZsi5i6qaHG2O0r7nGGLSqzTskVM3+knknCcxD2CbT8tWwCiZ0MDXM6Mio5ZiHBY6m6/Lfx+MO5J6aQ84nWA5euRPy8JEny86FK6A90R6zo7vHvDG8c6CUN9O9pJxUGw1bJAfUmWCDtkWckIXjWfRsoDDOzYGAoTRPpbFWFiLpKufnJH+us9Us0JagE0rjBbJ9QbjR9UfbglmYEQtwKriKshpyAqkSYHJy7uQPv/Oj6A+/8b07O2pjoY3t+NfFVRY6BuqPydgyO6bc19PS2ytbH/mE7PnY56SbSySCKIBiXB4VZ37SuUQH1kKPcqKKJp37IiiPKpi76kFt5LKkpic+L8uzUxx4/1OZHhzkgBc3qLLLN8eB9OM/+75UMTfs+/SX2QjeQLm4omTMN096kRehLuqTV92WqemC+tZ1lVPyMJkilZSLp07J33z96/LaM0/DX1TWNyHsM8eqsKtK7CjKq56d2+Xez/6B7MN3f1UNu44gF7PT6mRD30UDLlhv/cinpAGTy/rWdnnv6Z/IGIe5dYcyUomSLpQIXHjzrY2/CYcSD37pD0737doeScSWm9OTWuoFeL9uZ5FrjN/wAtbIV/nQjMA7PT2dxNQgUEFnyjz2Lo5whnZ3fo5DT5ye1BcYotNlm0cDKqDQ0ZN0TO2Mg5cuyOG3D0sdGtym2Iwkxwf4IJalpjPMfdpqg4noCl64jpOaDW0yP4zAiuCrlypEOChW0diOhhfNn25pY/aQHMD0gJtQjl0aRqs7ITPzMdnDIbj16hsQtyeVfJhB+B+anZenTpySp06elURDvfz+l39HvvDk47J37w5uVkNjyba9Mp6sqMMWlK8uOEOEnk7H0/SAbpUjTC1jIjE1wc1hswhcjBChGN4pWOkGlqewdz0rFweuyS/fehOTiRV58NAtsgW/ujXcbLaIAJkWozNN6fmrQ4lur4Q5Wfrhhx+WC6dOyNsYuD+LW5PG+k/IloYu2j1qzAPMBwdrfh8d1ZIcnEPGlL6+buN6bevWTfLt7/1U/tP3viFvHDkiX3zs03LvLbdjM10lyxwa2NTTa9yInem/KC/9+j1jc/vAg7dJw7oWGFVTAkwIfPPA4EfvqsWsYQGPDOpyZiu21YfPH5aTk3hvaNhCH4IYjRBgpImz4l88f9p4+ajGviugq3feqWoY1Oa4An+KZqch0wDaQfkL099iK8uBqckpfEfyDvOp1TO4Zfr13RQ+yiuKVlHAPgrPgqyB8BpQssWVEMhfbP5cZ7HFQTuxC8VLp14+7W6K19I5KlRnv/kWTixBv9hrhVtTUT6RvMFcclySCtWpEAp9BZAA+qvAlV/86OnZ7//nv7pzXV080NfCuZBQEt1lerojgGgqbVu3y+7HnpR9n+QmtO5NCLmLKKaWyWMWM8JuIY50SqBI/lclmN6KVotgqm7G9HyN7uDVcQHRvsd/VyZm5+Tt735NotMj7JJiNYeGcx6zxSM/+AZzYJXc+uQfSVVDs5LCdBDFGvQq2LFVRYm6Gatk17BYQVe5N0oSiF7jgPP3//yr8uLPfs5h6EXZtC6AV4eUoItymbmGQ3zYLx+kLQ595u8hmNcpcknCbqb1Mt/wZrTnjdwvUI8A/NoPvyPD3C8QZxdVzT2qmwLJs2+9vnllZSX4qf/6X5xs6ujYxcmp1lQD62x3ox5t8b9FT57qGIF3AZsbGhmhhA6aWgrl1F5XPosq8LL6UjW9/qmMax41B+BRt1aJsev8Tcnx59+S0+8dllsQlqpGL3HZwRAdCKA4wtV4WJY4hBauR1uKZ4Haxh6RLdgIL3Borb5VGjq3seWCsIORfKSuRkK4ObuOdvn4eyfl/ATlYN+7pbVOtrQ1mdOe6t1hgtvGjl68JM+dPCWn2dJv37lNPvnYh+VTjz0sW7dv4cPjC1dhV4Ui+A3WNEi4pZtt9WWJz0/pGGHMOdTn3hJXBXK/BeYbSGPhOlZgdcacIRmK4G7rily58Kb87M3T8t65i7LnwB3yh//0n0lLV5fxYqHt4OfRd6IDSowPW7WY96PlPYXx/Ne+8hX5m+eeQvjEpdq6Vqmhnc2VhakmpvJ+qCvx9NDAjWwJhMf27i751Kc+Ku3YOP/V938m7713Sv7jX/2FnGNh8sAdd8uW3g1cltGI6zIO6SGpXhi4LIP9U/LrZ9+V3fs2yUb1eqGjg95qplb9fh54rawPGZOTKlyR9bJ98zYDzVV8/o5xzXQHdliMczpS8n7Q9E7i3QKPHFXr1XSkkQUMOwWJReRsBuAAnjsAzXQ50xDQ5w54BF4clPP+0QyQsrpoc2PRvfncU3PwPcE8M3JIuL2/FHYRNHKpklIeKlbSBTnKAchJyJLzzsmynobNC2lgCkNkiy0hUGIpBr1EGiVwn4sKL2VhJ5dOyWQ9CHgk51bNWTH/iC60NMlBwBH1QHJiWcBcCLgkWRBcg6soqyEHIKoaHfjD48/94tdXf/7dH++uCcUqehokwGZb9lEhVK0UuvbtlVs/90ey/eFPoqxp50CV+s/XMxH6rI60WUSXQEpeYI5iDNfDY+r7thKBV+1qjVcnaC4wv0XQ3u55/PMyPzMmp37215ztmJaqWnaKGa6nBgbk+E+/j+uuetn7qd/n4DpzPmWZG9dQUqnGOJyZz1x4KJSkCroJDk0//YPvydM//Kkscj/AFjxU1OEuzZh20Jy6i1jJ3Hf3Z74od8JnbVNLSr7xbOpCpdrzMxpibd9m7hi4l3avrquT57/9VbmKXW8F3iGCLEhClcHEleNHe37+H/9s6VP/1X91vqG1qS6RjFN9vba21KdMlSmVDS/8ItkrEtyUagReFRhUOxbA/2xaTFplSanycazgp2MZd1lJeggyGDIK/xgXZqkPI4ET6RW8HcQQoK6e7JdTrx+VhdEJ3GzVSxizhWW8MNRw6YCuolRc4ptj65qDa+u4YGLrTmndcBveFNB2YizOjQ2yAh1jR8vqbjIalFNzFXJyuUlq+XD2YePao1fYIpwvI6hfnxiXN65cll8dPy2XOH154M5b5I84mPboR+7DW0CtoRdQQU1Z5cPRX3oWwvZGggjAY7g9w8RBbzlbxs/u3FJIFuO0BcZOqkEMVlCH+i40liGZQhJ+58xFefa9M2zL1MonHntMHv30p4w9bpSPO2hsEHy8CgWBl9SBrJD04tLsIx/7hJw6/J68+trr8rMXn5Gezi65dd8OPkTk7lpdcafaGszcR+ulj3PBgsweVGGf1bVegvERFgDb8Q7x7e/+UL73o6flr57+GxkYHpKP3vOA7ORq6AZuw9nEFlcr2mq9Oe7U2fOC70au+V2WTdu6pY6b3Tg1sCr0mnK1bCpkLTvdBEGMoyI16nljWWpXZqWNNr0+xc0218fRJq8zrtCMCQkkdFW/wrWUK3iVCODJQW9YiyfmEHjZWqOEdA21lqmHBF00sAeAHM4SPd/j45XkQ/9bl5fTHjkJ70OVS+Bhjag5aCYhJ9V3W6wd070ILwWEO7RX6ipXqyEv2HzppWHbKeenlT/XTskWK4BYIBtShSFs5RWMuNBzSSpExhcKUwRzyvSJY6fP/OBbP9wwPzzUvqMnFK8PJ0M6NOv+lzn4GwtK3513yq2f/WPZ9tATUoNwt8JZFh1/GVALsWKGee2XOvRXoHBQwbSWU3DqGky1sjFkielldTMWlUXm3WXmH+5wMj567/j8n8gSu3kXn38aMwcUWhzO1mfkzAk5/MNvSDVnS+549DPSjP2vcuJ1Q5pB8vnPHOdWXnjqZ8Zud/raJelpwoxDfd3TIDp3LM3hhg3F2m0ff0IOfur3pBOzOtUKq6BsKumzHD9gOl9pjRtxXbb78d+XMXZw55a+ItMo6yKVSbTeElhZXAmff+v1ra/+sPPwPZ/53In6lobb0rS1G6QazE9hWRhfvScLfcMDPtjxAbImNo3Am25Cszi0NaelaZfpwFEEXu3gqlULmBOXAPCbxN/eEreXrZznBOIYAiGHn65Pz8tmtrAbsA9VNyV620p1HbY36XWKysr6gUWHB02fqqm5XWp6Oa15fVAWcZUVv9aPcLwsF8cX5D1uYpsPtMhuHF9vxrddnbq14iNawk71GO68fvjiqxwee1u6u9fJ//D3/0Q+/omHpLt3PWYIfMCYOJjHUhej5SUxiEazomqnhJrx2IBPvrmxJT5SbJvqEYYbWHrGlrAfxpMAfCRnBvBEVi0nr4zKT48OySha4C988TPy4Q8/YoRd1dRmVnHF98mkzM7Myh0MQv/kn/5TuXTpsvz8pV9xFXCztDf/Ie5c2lk5q5sv7QZUxNkb+IiMjavatapwq6sJt4eriFGty4aNPfJf/4t/IA/ef0j+Atdlv3rhN3iIeEc+/fDH5WP3PSi967qwa6qU3Vu2SVd7uxw/f0Z+/av3ZFv/iNxx1x5p7W5G+0oBlGMGBSPoKl/6UtN/2fLVXzF+lyu4XIRDaju5+W5qYVEODwwbDX0zA41EGHkYPXUwSCzMYN4wIWEWYVV8/WZRo7Zkmp9T8VQhat6b12463RwerZLlNG/AgeyI5kXNZnoieWZkUbMBV9BUomtWFtESyAHMSfBoaQuNnGAujQyIdw4QeTMzFFZ/XcGzidnAKkKeUA50TkIeZJesLLr5HlwAikwqj7BLoWnGsvwVyYcN3EHEEbWBekfyM+SfpgPSEXWWXyAbcAeEI+qkl4l7g7nkuCRl6Hj9rqKshnJgNYuLJcbHZs5/7y+/2z5w4VxXX2swWR9OpGZcxsgYl0AEOJvSgSeGWz7zZdnxyKcwIUDY5UY0o/DSecTj0b6YKV1HYj1AVo0ckL26F1wVHucw6VNBdx5FVFTNEflP54gEc7VeTNG5c7/c9tk/wj1ZVM795pec11kywrAqm4Y5OH0YH729mEC0c8YkpJqeEp8YvLz87LPyg7/4mlw7e0H6mkU6GtCmQle5W0Y8qMSV57a77pEHfv8fS/eOfWYeMlej2YShEhkx6Chm0CQv0TbLtGcQrfq2R39HZrkV9b2/+nNZnrjOO8RlWVUwmVxKhN76xVP7MGt489ATn76YTMb6IJGS1wqyknlTBQFvDIBH8R7JN4YHD6qmAenMeqJTxSX7K1YOUz0DDR8eGtgeD2GXo/YmIQ4zhSNksppbZvt7uR9blMkJmeBGtWPXRtHKJfCcsM4cetJti2oM1cMIbba5QEvko4hNTeKCbJRLKDjEdu2KBDGLGOPQ2dHBcRkYW5RQIoIJQ720zQ9L/SJmCGydnL42KD/61S/l1SNvIRDG5bNPflQ+zI1pd9y6V9oQtLUuRrC1FUhapk5oS1WIwjGIUCuZW6mTBTTM8QhmD9EpSeBNYmVxkvC8RNBq00Dy6tHr8p3nX5Wz18bk9ttul499Cvdme/YaM49SJyc11Ne7yvfceVC+9KXfl6/+5/8s33v6x8abwu8/8WnZVqmeSrh8oRrhUDeutO2Mlp1fBM84F3soj2Eu+zDXpTnrbdqDyuvdkZRVw6UNd95+K1c7N+E7eK/88tmX5K+5Ged17gN/At+DDx+8T9av62Bgi8jeLbhOGbkm1wdG5Znx12Xf/m2ya+8mTBxwTTfPoUI027o3FcaZuHG2qGWr4J1+QgHssQK8xwDeHxrqpBVN89FrI3JlYkZacQbZ0KB9KjWgJhgM9Oa4IIuNGuy2dKW9hO22eagfLy31lyGeyuBffbF/99y0FihHc5eDRtkr/IFkqoRalqs+uXRyU/ywuTYsP5TzwRQutTBEPvq5eS70XJJy8ewpvlDSQIl44NLLv3l9/o3fvLm/s3ol3FZrRkuj/1DFgR7DaMK0bf+nf0+2PvA4/nVb8aIzw3jK/3mEXStH5qIHZIBaFCL1aleLKYNO6qrFnUW4nEEptsJZD47Dmfk1q4hQgVh36hCUtyDMrizNczHRhAy+9ZqBj7ClH2UX8dKbb8irbX8uVez+7rj7YWvRRYdVCXX0rbfkx9/8prz74ivS0xKQzgaUL7CsgqfRDTEdbrrlgHzod/9ItmJfG0K2MI/OM2V69PXoPLbMybh52maG+TLKHIyvCmnt3SR7P/45mbg2IBee/ZHEZmbQaiP0InQsLy5UvvXLn29p7e49u/2O29u4ja1BSfHnwZyv3gJ6mR+PYj2Sy1x4ceSMwKurO/5yG1FT9A8zBL31Ss0HImxfhBB0Q/SasAopc3OyNHBFZGICm9eYHOca4TFsfbvZkujmZqwEAlakKmkEXpWD9C/7GPqs/nQ7mi2VEIfWpseG5PKlATk/NCkjsxxW4lrZzfiV7dELJGauyxEueXhvelneHhiUK2xPdHU3ykcevkce+9jDsmX7ZkhjD4oGEfWwfsX2rkE0k6C2uit8YEscTlucwSXsfCW+YWcoY0TiUwOsesdwF7KMET5150N9/dKgfOuVd+Xty0Oy79Zb5Q/+0T+SWw4eMofs4pwsLf1JmWfUtLTK47/7RZnGBOEH3/uefP0n36PNkvK7scexpd1gNK9cU0dxfDB8tHG069MXrsj81evm0F492tu6jevhiw/XaWub+YjR1usBtDAHwfbeshf73R7ZtmWj/Pjnz8rb756U7yBon7h4Xu6//aDcvnuvbMbEoZ0DgqdIu3p9QI4cviRTmKtsaA1LG4JsOM6JXux+V9SfLlcvhtT+CftbFay1vZO8i1B8kZO2aMHR9Hdzi08/niCODo3IuqZqaeTgorpg08WVau71kKJemVxJHRg20RTAr1Y5wz9B66OKZrw05PZfK5Bn2NohPYAcIPaoPeZBwTW5aMyiEVyLLZhYsJgcgJyEgmXkAhSmURgil6rvlBKJZ9GzAd8luwKWuoBOEYWZsvCTJlIyLQsBSzDTAC5JmSyXXwu0JegC6KMJHAQcUTeamTR3UJdUl6QMDa/fVZTVUA5sJgsXZMcOnxr8wde/ubOpYincWc8QzHiqN2vqztgKmsz6jnbZ8eHHZc9jX8QN2ToEzDkylYD30Ik8aCZtnTrVU0IdY3IDZy/0KmBVGOmtaDMIunPMJ6rRVVlCFTGpjXtFXn1MHm7QdJt3272PICyH5Dd46Ll28rjxTatmDyqkvvvMj8zlQpHaOtmw53ajZFulUjikMoZOFQOYRf75v/r/yVu/+bW0oijqQbOr3iOYNo0rtriaduzeLvd9/g/l9o8/iVyTFnYLF+EbQlt3mTrNshBQzfeKyloZBgnH8YbRtmGL3PWFf4At82UZevsldpXR/nKPRlVdMDF2qX/9Gz/96Vznpk2n6lua9zI/YqNpfbSEm/i4FOeSdBMZKq6olIY3swVOL4F5e+9Hjkggj6rAqx4a6rGJrWCVFtJraLkBIDY9xXb/pLnwYIRLKV4+P8DqrwK/u1wjzOovyEn8aq4VVPdW+i1YH7NtwAenXgr02OYUmr1zuBo7dhHft9j8bsZtVi/CkdK5NjMvF7ie76XLV+VdhN0gF1d8issVvvD5T+L/do8Z1BIIuhzVp7PzeerK0zxanZT20DhjUCGR206W59h6mVrBfofDUsSTMQ7uTVzi73JKq8vHqDak02y5vH1xUL7+4ptydGBE9tx6QP4IYfehJz6J14cqc5GG8UmcKqykf1XLqy7durZuky//g3+IRjwi3/zGN+SrP/iWzFO3J6c/Inu29+C+pUYq27i0A/jZCwMy8NzrMnO+nyuRK6Vl9xbpq71fatZ3MvDQBs5GVw756M2D4JvgvVbQ/g8/+oDcfvs++fWvX5FvfO8n8vy7L8i5KyrgPih37t4vG9b3yr7tO2RDd7ccOXpY3nvhdbmcmJVt+Npdj5a2pgZTF/pGJXAV2EBF8Dmoq3nlIWEOui1LFTZK0RADDwuhbRyee5l3uXG4STa2NgjnFXgYKGFNJ3v1MlGpnhnoHys6kJIWoX/qq80+dFbVIOjgxiumO+lIcjOfIorzBPXM8FmRFH6pVHwWVjSYP778QbkWnkXNBlzBnIk26GwkG3CC+4sb9BJp+CupKKgbwVFJNEtCLqrqNxTYvRouqS5JhRjzhZIBQtidnVk8/sIzL9UOXx7q2N2N+zHGWvMwJKouK4gw2Xfwftn72O/hNaGLNMZUnW/M4JnLjQ6lSkHzqzBJVDvdGg6jVfGrB8hWmEwXmDtU0F1CoLNdB5xLzmiZdZDW8Zq7PHFN2iRt9z4kYQ6M/+rP/7VcOXYYE0TmXOYHnZNPvPBrc4jsY//4/4JN7fY0n+l5y4V+JkmFap2P+8+ele9+5U8Rdp+XMHYLvR0I7GlzyugKsgj6lZaudWh2/1j2PvQJhF0aqIyPtp9qvfW65EVtI5SF6vp19ZVRF/iMoe2NcCvt+h378YH8WVlil3ycBUA1h7xp+4B6Ouo/eXz9u888PXHvZ35nMBQJbU+xmaFURqa9SLkU5ZLkhf2BSjcCb4YjRIdMcPVXBQ6ExAVclUR5cZWsgvQyhCAn7vX1JXBWG0SDNzO/ImfR7p7lTuoHt2409ruq3dUzY6ps5F3bHl6nKU0Pv1VgqD6FQvbUicty5sywVCe40q+rUdq4dEJ37i+MT8qvz1+S5y/2sxUQlXs2t8un779dDj12v7Ru3whx1pNLCLsKnJGItDxzqI5s3GLFMLGIYne7hNZYD9CpJwY14McIwAi7sckrEuPGNz0oF2EFG+Jk6AhC9tNHTssP3jwi565jxnD77fIH//AfyMNPfMrAqB/dcgm7mcbRDwULHuncslU++6UvceAsKX/xta/JX/70u3Lpwml5bN+tcnD3Ttly3wFMCAIycvSszF0exJctlzhw2G+Ciz6ad26VCg6dhbnZDjcHkNbGcHu3aQGT94fNEAfS6uXDjz0i+2/ZJb/61cvyg5/9Sv7j978mL+MU/JMPfVQ+dCcuVWobZB8+lKuGgly8MSQvDcRkW0ez7MKut4mPO4HGOc5HrKWFu3rMVpmeTFVts145HEI73VpfJb24HgsFB+XcyBR9pVF2VjVwDTE9ikEgSdsz8hnbb+1jUTVzMIJ7Wm+gxB2LJ1Lcn3S/c3S/NKx7qjuhG5FaavkpfN9UXAFdE4uorDe+dw7k82bmFu8Knk3MBnIRXVKKg3Yh4EhapbcacoAUFS3Pug1eysJOLp21kU1jeSB7JHu0mwXaEnQC58lKg7pAuCQ56WrcHcw91Q0/X9oqldVQDrwlKxgMz7z061en33rxxT1tdZgtVCY434xQB5KaMShoF0qLHR/5pHTdehdaRc6keAi7CmvmIPBVG6oCbi1/dWZOREBjbtJt+Tnmvnk9kAYdVUaoqYNVF5Hh19CDEYZ1zv9EEORCCM8VUo3AHMZ//cHHPsclFOPsti7K8LkzyBaUiQPf6dExefeXP8QlZqfch0eDjo3bUh4klFCeR+fjiZFhvDH8UH7yrW9hHsdOZItIM9cGq5CrM36MuQ7bWLkDd2x34C6tmQNk5Xq0zdU7xTK71nPsDC8wJ0aJ66Nt5JyFta3VjK+C9t35yGMydvmcTGAemmB3mXkzwI2lyeX5mbq3fv7jXZtu2X94w+49HfFYtEGFYUO0nP9Y+lSGrEtSJut9/F07VykNr8H3aELy4qjY1X43hmBUqXY7nMgMqA9VXp/+G6EjnxuZZrv/uqzjEFIvHVn98MUjCMgqHNNHea/ZR4O41DMCDRYFcnpoRq6PjbGiaUR42iLrGiZY7S3hgmxCnr9wVd4aGEJui8revhb50PZuuWvjOnzotUst93QnuZ9aOlLbK8aXiRJH8NUbw2KLCOtL2B4j4K4g4KrlQQwBME6eumVRTTD6XoT2CQ6tDXChxLI5rTmJb913z1+Rp949jpuz82bL5iOPPiqf+4O/JwcfehATjUoEaDxWUKmy9ztoqpsytanqxUfiZ//eH5oba77+l38hv3z3NTnHNcD3v7dNPjUxJTu3bJLZ/lmue2b1iFAfVlw0wXHMTBK0F64deHl8F3pSUBcC+hL0q89o9NNvBK+NwGF2wOq6ng+vfhvvgKuS9+7ZIc+//Lq8iseN//Q335RnX39ZHkbovau5UrY1VElDT5dcnpiW/vF5GZ1blK3rmqQPw7GmJHbYqhHATjjUntI0m0GU8qqw1dLLbNq49vn29V3y7uCQvNU/JJva0OTX0566c8CAqH8Rzlto+6orvLh5YXRX/cz1Hds/d9Xu5iSSUPZHSyn6WROSo5Ry0HCQTDWkPfGGFGMvwq1YJ8T7EL8pNS9Yr1Q/LgjmG6C0WpWGvcpkfjr5c1eppEIWaEvQCbWmuE96PsFy2F0TT25IaQboK+gHQiuzc4tXX3j2ha7Z4ett29BkqstQfXRI1GGzml3SvY/9rmy4434znqpm1zYhK6zBSAXU00I1Wl29uleFXY1rv1xEaTGHMkO351Wjm7HT1Z23LL6VFmHlRD0t6KUR9ezYKT2ddzPDdyUH2T7EIbYYQvRzX/3XMjs6ggaZeQKXZQszU/Lit77CnFEr937+j8wlFpBzf+AvjlIkiuLrF9//rvzwa38u8wjNW/G124ZHBm0LnebUerKmvlb2PfhhefiP/oW0qLCrmSXKj8ZGWtuIRcAMO6cL/OoNofqooOv16Dyvvub1nazr3oAi61G5duaUjL75PO3OpU00F2cD2Y2eqTv8q2cbWrp6ztY21NzpRW9N6daXBwFHdE0kS0O6cRwYgddYlehLdz68J/1g1KZEDdHjCEu6zaw3pQTRngaQWvUq2NlYRI4PTsrl8Wl5CFvQLtS6gVBMatFA0r9TT5q+anT1b4X4AFrh6/FqmQzj/7WhT/pauG6Yk/kXjg3Lm1xDeGR0kosk5qS+Oix3bu6TD+/qk/2967BjjcgiAvjMlUsIVXUS1D9Om8YRbmO4T1MBParC7iIfAHbFK5gsGHcsCHq6xlKtoe6dM1hICCG3gj/uVZNpbIhPoqV+40y/PH/8nBy+ek1aOrrkCw8/LJ/63Odk/933SA2+8xbQYqa20r07srMpi42b7SYGnZ5t2+Qzv//7mDF0yU9Ytb756svy3aNvylU+7Ps58bpBBVTuJq9Iqqaal4U0uUQ8jrcJKsn/+FbmgyJBR0IESRV+yVOhN/POTTVSaUk0+UneXT3eFO59+D7ZhbZ498435NnnX5OzZ6/Ij194So4glN7SXCN7uCVuD3ZhgxjaD+Bq5hxXSU8vcqnEzJJ04Q832IAfYex69Y52FVy13Suw/daBp6EmIrd2d8hJrn++QL+5ODIj2yI1CPdVaK5rENYReFWIpwp6i1pcV8lofYMIwqyUqAP1oH10wGAwTgu8jlZOd+n0j3umIzUnakG2BAGzx3LwCiSYPlgAJptdWlFZMoUCvoqxAdkiNvLeOTYwIoUhC0M4aRYRN8TXVkIWKxsoolwXUBUqyvNAJ/V/6eQcLDmixdEvCVmLshCwBN2YKJBtp+Ug7UYvk+ZO1z3Vym4GP9/vKpXVUA78apbuZ+pYOnz47SOTV89f6GuqDiTZPDPilYKp6Z5entBz+yHZcPBhqcPMLG52Qh2jD8CaEkIQrWJ+qEehU405mnpkUtlZD1ip6cIcgtyS7gYydyh9M23wm2EpEzc2qqRHGJv1GuBa/lSADhPXedP66Phd19gid6Hpjc7Py2/+8k9lYXoMMzvmKob4mbFxeel7f27MHtWLgvrKNUomCx39boxiBK3zC0/9Qn7y7e/KtfPn2UVEs8tUovKGzjlmkxDYPRzKvv/3/kTa8Qql5WfnQStjRYRV0FYBdxYl2BLtpG7ZMm1geC1EC560DZOo4/v2HJBdD39CRk6+i+JqQiqY9tRJQDIUDx5/4YXtO++6++0dh+6a5QBbHSj2xixUjuZnXlYa1hH1Q6EEmJtbmhujRuC1vvDs16LQyp/KUFw6oS7JtGOphrcCL9ZBtIEYuXIbWrOcn0lI/8QirrPCeGZok6baCkweuD64mh6rZJQOr8as6+hgy/yN8DFeXKqQuUiX9HXtlD5sP7ntzRxGe/owN46dOo3MUyH34/v1iVs3yYEN64yvv2WEuhkOm6nAph14iauLkw0jElrfwAfDFssMLj8QdFeMJlcLT/UKVXBq3VKrXxV2EdaRxpPLc9gizcgQtjOHMZn45ZFz8gaCXRRBcSseGD73O78jn/rsZ6Wptw9SHGBLC7tarxv56IeiQm+C3yYuYvhD3JXtueUW+cq//tfy8isvy3O4gDt9/aocZIW6H/dlPayCa6hTDavy5UQdvg6xnU3MSwwbqRV8E8dp2wjuV2qwra5sbjSaVCP0ZiqR7ovq6zegK1PsqVXAbAH+U599Qh740CF5/sXX5G9+8oy89M4ROXkpKPf09cnBvvWynhvtGqGtpidXcEs3xwHAaJz3HDiNp4cero6skwD2xapl1gWHLoLqahn8kgjNHa1yhgNwb/dfl/a6HmnsARYTFxVqA2jig+DocBBLxlJ8qfAe5WAb9tUBfCWbR0dl7WB/93i3QPr9egP4yCkHDR/F+ALJ8pINFIem0MWhFqBfVmIFyiqQXRZWconkphTgw2SvDcsP5bXDrI2norCKAvZZEwtNBKoEwmNobnph7Okf/qw9Nj9Z31mX5KAayiSGSFVuJJgrG7t7ZNejT0pT3xYzESd0/DSTvEYhyP8q9KkPXeNPF+FUhV6mS6PFnYGYmi6oHWpMdwd5dG5yG23VRlUzVKNbxfis2txq6KknBzd4Q4x/1INBBwe3Dn36i5g3TMqbP/oW1w5PGS1vgLni+oWL8go7jDVcQXwX1xRXcmlURsjN0FAf+IffeFW+95X/JOfwNLQOcRCrSKMtTrA0iJprlMOy49AhuefJP5DNB+6miVLySaY9MrT8/sbgWzW6ervqIqrjJdpbhd+ilWHp9oxycL+eneuNd94rJ3YdkLEjeLDAZDTMrqjyuDg1X3vunXcaenbuPlvTUL2fNsioE/2xzOuxPo6oNavM4ZtXUiHGjcRgBFIVRzNSYaZ38htHsFzmpaodJZ7LcBdSyaoRYcRcwYtQs1wlr+IndzlQIXdv7E2t5tDsVrOyMjo9XQ1S3woEGPUcMI0m8uJsQCaSjdK6cYfs7dpohNc3D78tv3zleXz4HpUaTv0/une7PLyrV3b3NEpzHQI0L3wBHlZw7RFTm1yVe9DmJrnqNxRiJUTHYPFpPnKV12A11Y9V0E23t7pUC/OnVygHsCdVE40L3O390huvyzMvPifHELom0Qhv2rBBnnjicfno5z4vG7dtR5EYQXjUeijhTOMUatoy5dN4ulqcnV2Q7Xv3y//w//jf5PHXX5Uffv/78uJLL8mPz52QlzG439fUJrexgr+1o5MDCi0ye3VBpi6fl/GLZ/CyNq6rFt5JlbRs7pGehw9K49Yeo6FPLXvhVdso3U7ZXwRuvZ1OFwctbIs99vhH5O6DB+T1nz8jP/vxL+Tnp0/JCxcv89775P5NvXJLV4dM4W+xf3JGDl8ZkR6uo060npfOXds4vIgWnoFPD0BGaHvBc8ciC5PbutfLLNr6Yyxcbulqkc5wPRdkNKpZNjhcWqEaXfhS9znR4Dw2Y9hNj6/Ql+iHbdwOhCCvttu8nyJeTKaiBd6RJ5hnRi5BF1AV4Et7VvFXQ8VStGPaY8XSssPnpWXLtEXsRNIxV4hsYjbgiutMdId2T3Xi5o+Xg0b+EvznloOXNI2SSVkIWIKZurgkZbIcvw5IR9QBXPzXVYCek7497oLskmTHscfs4PZYFtKSjKBjhhD2uueuXBmYOfbu8dtbQyvhBuw9ecx0p16IqvBstP6W22TDoQfxN1/N7ueimb8UXR8dMCsQbquYl+tVOOUPZSKCLWd2EODm1bMAc+4yu2uqBDHaUIO5+k+GlqaEEbb1OmHV6NZCs4qwHw2nOQcD/U7sdB/60j9i+35CjjzzFGP+NMo15gvMIgdPnZDffPNPMUdolD0PfAyhF4lW68F8rDycOvyufPfP/pMcfuUNaQguS28rcwdzCFVB+cU/+B/u2b5LHvjiP5SduDsLoqzzw9tqTTMhlC8QVTvdhbhqvfVAmtox0z6AqPlHUU/qVaaOpCAw1zBH9m7cLLd8+DHkqn6Z5eB4Yw3zZjyBf95A8uLht9f37d19ev8DD84n4ytN2UZwKzT1mrM5jmg2vfTAjaNcOm92CmkVmVkQrspy2j94e3q9r165t4JbMuNNhJdZzVZ0iANrLONkcTIqp09dkYGJBenauF1u375BaqPj2NzgTDqMRo4PIELHD9M5F4IVXA/MpWbRKqlCMNve2oMwHZB3jh+VV9973dzqpT5fH33oITmwrkr2Vi9KN/51KylHP7g57GrpWwi6dDjzS1gFsooVqcJNWaAZ4Qr+zAGpdPsbbSIdW12pVcAH358s8tEPjg/K2SsX5N1Tx+TdY0fkBMby42zJb9y0RT7z0Y/JPQ8+KFs2b5aeLVvgXz0xLCJQpVa3qWHC3oj2GG1D+bpQSA099lyNqabY+ZcLZU/RBYe25fq+DVKPCUc7H8VdDz4sr/76V/LWW2/KCyMDcmpiVN7hROppBNs+7nGuG5+QyMKcBFidq7uvOZmU6ZFZiVY1SlcMP4pdbXygceNPWX0kB/jYzNKeKphHBxQV8ml/1RhU4pWia+MGeeThe6UruSS3tL+JYMtd6PjoPTMyKrd2dsgtmClsxhxinjZTrxtH0QbPxOC7nVV5HNtcNR+BvpZXyWDWJdWyqbVRhjCLOIZZQ9dipbRj4qKDmNoBhwDWu9enzk5KLdcUVzZgG1UZx1MIJhNNjRJFqE9GEXqNltfSZuk+kP6xZNzE4A0u3Dd534DFtM0NIVoMAx8M2DI1g1VwWHvFYCbNT5nYyrJSEr2SkLMs+AoULsoB4Yh6FeIO5pLqkuRFMzfdA9klmZ3K0OJS9OqZE2fDKwvLlWzyIXAmzXEMZF5M+BAgcbm14eBDUt++3siGRrubFsjCKLeqEEwb2bFVza6OySpF61w7i5JjFq3lMlvsquhJaSy9BTnVAan5gros0zMgqlDKZ7eaW29S4Ef9+q/fslMewNxgBcXJ4V/+iLlH5wFM2jDTu3r8pDz7F/+WQ22Nsvu+DyuSIXX14jn5BS48n/vJz6VelqWvlYNvKOR0B1iVRSovrNvQK/d94cuy694Pc5ubzi9kpvENEZ//qHmHel5QV2y626zmHUpG22gtT0oO0DbWNmSxwDtYh6mgPPionHnhaZkcZH5TWYJiOPAdGBscbD/z2isje+69f4wimyg8t2BHf3FE18KmC86NoepSUFmTjMCbOgFvp2sOdNFjYrgeiXITSALn/2EMz2vqERxV4EWbPjo4Ji+//i72mHWyf+dO6UXgDawMSqXM4PsAWx+kJ87my8xKSCZWIjIfqpbKZD29I4wP3SE5jnbyyOmTMoKgtp5Tk/cfOigfefA+6a3BFvfSURk9c1wmZxaNRldXaSsq7PKn8pd2Zro0Glu0ewjmSf1gkGhDaAXDbM/oqlG7Qgwj5EUEoiGuPR7mgNuFKxfl2LlTcvTsaTlzGc8M4PayNf/AY7fKnXfcJg985KOyadcu7HQXMV/gj5NuXls49hbTmHYC3dKg5giPqRVxuj/qD9mZboJlLa2jq0L9S8MoCa8HED1dq377qjEhOPih+7gAYo/cshst+Su3yltvvyvnL1yQV7i57viP/kp60YxuwCZ2Q1OzdHIzXRMmD1V8NYkZ7jYfnJXFYb3uES4Y1IJhNKb0hCBCqPGkQJvqr7lNjy9Rf9UvboD2oJGlAXviQx+6S/bUJOQ9Dvf95uyAvHd5VN4cGpBr+FXci+Dbh+uxOgbTFW5NG+m/ij11l1RNciiOcROHamp+i413UBYZnDe2NMj0QpscH5+Ri2PLsm2xSqoxeZHlSZHpYYkN98sMC6jWlhoGQrQG3K2h7zuIGcrK9WvmFp9sw2r7ZRrZqy39pDtoOKJ+KLjCFE2naATXYh2JdqL2mANUozkAOQlZJO8cJ528kIaeK4RrYrZ4z0AOmknISfXEt2ZksUqgYaOns1k5njSZ0qiB7SDgiPrkNI3lgeyR7ELbAmkJugA62XYBcRBwRF0QTJI7mEuqS5IXTU1fBV8N5cA7slgYZVMGrlybOPzGG+31FdFgDRthOovobKJKH7X7XI8P294D9zJWspvJvKEqG1QO5gyMCqfV7Loaf7qkR9kyncVGV80XNKywWpARdvm1PsqC/um8VcFAXqeH0VTQZf5VO10fs5mVnC2sc/euQ/cbfnWL/wQKnQA8VXKITT05XHj7Tfn11/6DcRm68+6HZBpt8A/+8mvy07/6llQlFqSnLYDgDe8wr8Ku+thv7VkvB5/4nNz9mb8nDa3tKd6ZP3w/0IrSpnpgz2i8tX2MQosWWGNllb/MjnElc6rOlWoCUoHcoGYp3Si2Nt5ylwycOiqL3MCmFoF62Vc0ngwOX+5fN3n9+rnW7q4W5u8WXpS+KsOJBsr7lJ9iefkrjlpK4EWCROg17878o8sNfaGL8xIduS5zQ9w6Nj0qFdzKVVWnpgkRrsFblnOnB+Qsd0Dfd+Cg7OOCgqquKqnldi49CJZEqxhFaJmfXJZrV6dkARuaSgTeONsAbx9/S15463UZxsvCtg0b5Y8+87ty6MAB6WRLO4gwM70wLzPxVpmawxZ0Opo6sMT71PeqH5kuUtWjgArlkXp4QqirwNA+1cuxN8ZUIYqAPged65Mjcv4qQi4nH4+eOS3n+6/gQm0eG9I62bF1q9x7zyH58McelTvvvcvQU7zl4UusUFmxZjqz33eucAluPMM/cRUjUA2rzKCqlVO927wZJRlhMVDDLSvqFUJrVfSDF/E42lu9luHQPQfk3g/dKQPYH7/20qvyPGYOb71zWI7j4eIop1zrx67hl7dOtnAwYAMuxdbzW43w2sgd3iE09GonrFayusTU286UXSP4sqhBiUpYLxlJaWRRltP2rDT4OGP1bZLgCuID4O/tapX+/XPy7Ml+eeHsoJw+Pi472tvk7r5u6eZEbHJ+UkbHseVawASGBUvjMofiuLpZtbxhtPgdTZWyM9om5+dWjA3wpf5J2YxrusjEWUlePcX10OOyiNZagphF0PckDA86YMEro7sZ5TkRS9NmXliqRd1b1j013zsoHiMftb/L46WVoRFKoFECqp3xshGyk11TrBy8lIOGMp+fTv5ca+X9Q1qxfIV9knYHc0/1VW4xQC7FqPLFCJuB4PLli/0r50+cWl9fkcA9a2rsi2PyJ3i3aUHIW7//Dmx4NyGcsYunQhUDeS0CpV4goZc+6DSvB6wW0FSqIKf2qCrYZaQ4p7Cr05g+Ov+qcKsH0dTNWJXuoqqChzwjDBuotf+jyqrtd92HKQLeDpjDrhx7l4PnzFe4LIth/nbi5ecQXFsxs+SSisN4UkKzO3d9VLZ3B6WxKmVDqwoypibgGuSOT3xaDj35ZQ5it6fqRkWUT+9nVZDVw/Vqm7uAPKMmDOpiTKUQVWhlROZ8lJxlGFj+UTlL7Zy1DWvS70MFXX2UN/XBv/22Q3LuzZfkEspBPexNBvOxyNzURN3pt16VQ52fGee0djPkdPJTDV+KgLPQNcWLqdWaCnhfkIzAq81EI/OW9U3QsPzpYa7oyGWZxy/cHFfpLk+O4bKrm46Nlo/LPs6fuSyn+OvE7dTGvl5p66qTylY0rpzgj69UoZmNy9gQmkT83taGWmQuNi4vvPeavHr4TVlmtbm1b5P8zkc+Ids3bDIusKoQWGen0ObywcZhZTnISqx5I/5lz2D3OYdwwxY2L1zfqW6XhAMcmOOu7Zp1vZTbyWVwCZmZm5Lr48PSj6bxfP8lOX3prFxEwB3C1YlqbAOsavsQsD9x50G599CdcteeNulgq72pDm2kjJqtg3iAbQrWyQXGbO+XRddTU4ZkcxXyWGXKpge+U4+K68iLbLs0JyaAo6nXUJCSS3VtPjxsk0IMcI3rQ9L3+AH58Ie2y/lrcXnt7WPyyqsvywlMRo4OXZPj2PHW04bteJnYQ/l7sY/atmUHDrk7pZ2b0WrxjMDyAb+/bIexfRTDlnmBgZKlkH5K6UWGCqiYqahZSwhNfdtOWRrHZGJphBOxdfKFO3fIvRwyfOfyiLx+fki++d5R2YCbunsPVMk+bLUTHFCcvDorszNz0harl6YGWohBLMgVxe0MTHfWdsoltNhvsYpvmmjBVOWcBLDdrUBrr7f4aP9UzbhpM+0Lph20EbVVTR/ONLSJr/mfvFTyZq4W6QKWSnLJWMWyh1xBi6TiSsNeTLlieYvKm+mTgzXScEdzT/XJydrHB0cB+SdeB7BnlLqkq1NirXJKKIleScgOVvLQypOVJuKAcEQdJWWj7mAuqS5JWSIegVWU1ZAHqDOZKVAFrsjUUP/VipXJmTqV4/RSBXO1PIoqPd/Qd+CQ9Oy9TRpw25BAwVAVwo0kQm9qpEyR5MiLzDOOziMZLoOn2o5KBDArjEJqH1WtsY67aqNaiYCrl0vVpoXcFLXUv+WSuarZNT7Atv4Sl1r95uv/XvqPvsPchNKMCzUWp+fkxG+ekmv9F/HmdFkmrlzjMiPMFhB29TuIYwah3qVq8OO//8Mfw4/vH0jPjn1ZNv3wqG9Fb0Wb08WAmi+o9EwL6C6ys32yhNMBnY4CmQNxlkzF0z9tQ7VvrkUzjhrH9alApbv39rvk5N5b5PKbLyLzIASDrBeIxBdma86++OL6gx99YiaAs2SSVfVT4qM1/tv/IPDqaidVURXHTJB+E0erFh0dkGW2pBcwaUiuzEoFQmtg8irCY1iOHLso10dHuX72Ltm0qV2qm8Hketj5UVZl03xEsxi+s4V9oX9ATp4/LZeHrmI/uyTd7R2yfeMW2bdtp2zq4apc7EL18NjCPFsu+lEl0Cjy0VXWNEnl5n14fkAfOnrFXHCRpBcbY3EcOo8bOxoOc128KKPnLsnV4SFuBRuU4bFRGeFvfGpK2KjH3VmD9G7bLfvZ+j+0a71s4dpd3S7o47rchmYdJfjssRdKLk7TCCpI0330T5+19AHFUXQGl1RA6dgJsSpDtIySTkMbYH6KfZSk0tWPm19dcbfig6V1XbNs21Qtt2xqk4/f1StXBx/C+8SYHD59Sc5jxnGN1eJ5bH5/feyodOJrd11rm1m09HWul96ubuloW8d1v60cUmuSOgaMSmyYQ/iHUW8JqvVP4LR7CfdvSQY7SbTJUtVmWRldkuDsqNRWRWRTfbPUb6mWLrTKR7g178LwhDxz7JgcxVxhR0+f9FLnZuy5F7lNJ4G3haoKBmMuyGjlSuS72vfLxJFTcvncUTk7USPdNZhR4O1BV9PL6YMB+lK02fRQmxmIaYL029IWtDd0TpsWyM6B/2AmlFYLO7Y99sGpb36+8ufeyFq8fyXnqVU5mbLQsgTzFO7Myo+VP9dKywJpCVohflvDq9VZDeXUxSuLW9XwLjA3MzM3dO3qtVq178SsL8kGKiKRmvyxg8g4HOnYgOeAoIzjWrOSeTOBBjiKoKVkU27G1PuCHkhDwUOiHkg346izXOZCNc3TPN1u18NoYczllqCHryRFNKOuzmSZxzIeFxqQMyg5v3rxUwDN59ZDD8vVS+dlAlljhvld5ciKRnaBp5jn3xjFxC0p6+sDeAnC45KZE8yUqNuo0oRya+/HP89ZlU0yNTXNob0lWznOqmYyU+2TMu9QoVfnGWudMnBev6l5SScpIGyI2BajvKllQaKuiuK06yxACqbvwPqoaYd6vahq7pREbZPML02mhONQEO+jicD1a6Odi0vL1+uq6hYR4HEYkaigXGqtreD3cRTqF+2DBldENYyGV/nXVqpku7gKTR/3EmKDG+U2FOxF9ZQ8msEmTnx2NAA1ek0uTC3T4eYwCdgkdxzcK80b6/gouA1rJmxMHUaHJmVweESu0EGvom29fO0KJCJy98475AF8Am7EBZl6TJjnhL0Ku9orqvU4pj58eGp7ozYyS5Fqma1ulvGVAZkYHpVp7EPH5ubN3yiuyUYRepGvZQIPDbPzc9j4xqUWH8DNLa1yYMdO2d7XLtvgccfOPbKHSxS2bqqnLnRErgtOqk0TimNd7elqLEAHK9+TfgPai5092dRRvwLKywjWpRQMKfNNaVEcVEhG0cDLgnR3hKV7wy0Uc6d8dDIop3G1duL4EbmACcoVTn9eHhiWAd7T4f4LEufQXiV+b5vRdHdwQ9t6zFK6WJisQ3XQ0dImLWiAG1k41OEDsaaqhi0xXNPhGSIUrpaK1l3YWPHe46dlAv+JIcw1GtSZOIPNLZg8vHN5SF7jYokh+kKSfjTDAYRuDsp1Qm9dYxt3Y2BLxuG5xi3bJdK6WQ5gZ/32WXz64jGjobebBU8NLnOWZBbvDHVVKWfoCd6hCsF6qrgakwvdCWLYMM1gRg9aIP0GSmlZg2unY495EvcE88zIJeUK6pqYi5tJyQHPSchAev/moOQkeONmcmwotkgGwvbrCuGaaENzjeSgmYScVFdcZ2IWqwQaVpo6MZb+rNJYDa2FKtilEaDQNAEPOh7JLsyWC9KFjkuSkwFvEJcclyQnPWt8FXw1ZM03YY8sTPiWhsZnzr702rsTF85eiDx3+OSGq2zdXxnSoU+RUFihiAxOLsjL3/ih1D71auoAGTlGYQGYQqpwqqYMeujb9MH0PJQaQDOUAOJRkzwd+9d1dqIAYY5WARt4ZDXzaKnajTO4mmhlP5Oe+TVItn8yOWBZRDWlEUKTrK7DJq8PyGRNr0TXN5v5Wk0e1P41hhIElYhRvsRQfyI6mLLNQTLSp7jIapLbQquff9OY7unB7eyThtW4lpV5lBuF0rbRW+W0chm6CmmFNZgmIV2H9M845obXrg2YdsnQzfyqPlYXDsabg8GFpp0ojUn78qcLjeHBAbnOmZuQHt6Dvs5zqvAJR+YjyT//XmjL9i1voAEK7N6+ObxzS+92SKPv93qcBXnB3eT0m8iWkfLMe6WBF9n6mGYlVB9blsWxCexn52SCG7TG2IJe4TKCBF/TxYtX5cXTpznp3ym337ZDQg1odKOTMjeGC5MhNLX4wT3DiuzlI2/ye1HauEL2XrTAd+49IF0tvAsqN4vngMzHpsKtfnR624ixvWVLew7b4UlO7V/nMNvVa9fk8qXTcrX/PPFxGcMP7gJmD1yeaD66SlacbW0tcuCWvbIRIWvHzh2yC3vi7Vv6pLuVSyUQjkIsetT5dGJe11P0p1SFwdcYf8pDmd+xKYePLv0N2KibssxXpENPkU9eRrU8SuRdqncNvUSCk1/SxGBw165GuW3nh1g13odpQUD6r8zJ6+/0y8nTJ7iy+KJc5F0NDl6Ta+euyVunj5r2iDDgtOL7sAMtcFdbh/QgwPbhE7inY70xg2jgMFw1QnKoFvdgLYv4QJ7nauEZ3i8aX9pbr6bch8nEVoTmflQQby8G5Y3+yxLiusc7cWV2CDc01T09Ms8CJRpskcj4kLSuTAi+F/A4MS2taInbMInQu9rnVpbNDTYTS5hc8J8umKojevMPCy3en1s7F9my/8WB5+1K2ho5ADkJ2TbzzsmClClQQkkloNqZLxshO9kSYqVxlIudm1ICc6Wg5mEkT5Z7iUUjWMm4ILskWTGcYV/geYAWo/HBnz31/OS//tOv7Y/gFiESDldE8HAzh9RnRVOBb/LqgMQvXTJzq85uZspjurHCOcdMa57yrnHdp9TLppqYx/VSqBUUVOqCy1hAKkTq/5TEmyaQGY213FQZqfKVpj4pgTQdTv2k6BjgVZrmUBeMR1CGRVCiqJtKrYfuQ6vQmzkfozeTqhmDmfr4Rzcj9YnHkGG4LVW9U6QUW5rqqDVRe0pKm60CvSEDMaZT82ThNKACaRpTteP6GLeupM2imJucnDa5qRxLGeBqHcyTJpgSZNMw5GXzAdLD42HVCGN/bfbfDTMqEEv4+z/++T68R6HnCiQP3nbrxf/5f/wnA32dauDifDIFOtPfp/j7yA7Xc9HQ9CM9tPbyG+/If/d/+38b/3UxTBpi2E8ucSXvKCtGvUq4AW0cvr+kf2xJ6tn2fvv8O3REfWvcaDbPqmiZz4OV41k8Icwj1G5c3ycqFI1xgOqFN1/lReL2BIE2ikmCngRdYUslSnwpxvYBNrYzmE5MTk+jKZyQyfkZWUS4XcJYfYWVWQgD7yYuTNiwYbN0IyT19m6UTfj93c7rXVeH9Wl1tVRjHlHDKrSae7OrQsNI1gjRlIkPO7PCg7XVJ9OLV1PKGtLVmd4KUwVfKpylvlS6LPzoidn52VlWqOrbON3rC5RuBi1grB9DXhTTqdI9iyJ0xaimIlqeDhbrIkl5cH+THNxyKwrvXRzyW5CZhbhcnqqQ/kHsoLGPunrlqhGCz169jEnEcQYA6oRtUTUfYD3mDs2YPbQgEDdzaLCGwwvhhWkJL85ypizGaV29qYc/bLrVH2KykhtyGtdLU2OrnBgfleOvvyMvXZ+Qjk5eIHxpX0guciUyjsdHuRJyaAYtxcVBaahm+0x9QpL/AnbZtVxrrVbWOkgo/Ytjk3J9WrXaqYFK28T9e3JPzWlDC5gl6Ek1B98jwU7LAyiTnAc4T1YGO/XrG9COtpaY/6IKQ7pCZBOzAV9sukO7p/oiqEAlohsSvj/iAlyl6ZTGUhrbQsQSLMCANTuXjkuuNckl7CjZEXVByJO0NmR3LJdUl6Q8zDi6jQeyR3KKbiAxPjU7/t6xU42hYKLpvjv2BjrXtTBuR5kT1NcPQqgC8o8KlDrOm+lO4/STBGPyMresrTD3KHxqIknDWLhT7aEhwr+GIrh6EC7KoS3jazZQaehp11O6Sod/DTklixhuXHma8pWYZvKPKiVMSOHhz4T5JzOvKbMmTJbmK4TST/FO7dT0EKFWz/jobapjUzMyweHzam5kW9dcx2G1CsMnFcfWF2R4MV6GGtASw7Pyw/+pR/NUkNUYc1NWdM3ka3ImDJL64Y9UYtqnO8GKwz86vxstrIWuKYPMcLiHNlBbaAOoGBpKla9JmbDJV74MJDQ5lIdstMJ7MjbTepstjaptocK38q+w+vAbiERC1QtLy4kjp66E3j16bNvgtdG3+rramB451PN+PqnXWxIHZSDhWr5tH39iYkqOHD9tRIcEW+MJLitIcKo+1dHxoTvHB0JnxJGVJNG0nb64iOkBKz72ABLYCy3gK3ccrwgzrHDUT+oCJgv9g1dMp41i+K3bKLpK068jjvmBanTj/C2Tp46ga2rVYZV6CuBEaUOtbNy6WTrYXm9ra5AGTCrq2Vppwe60s71dOrE17eAWsPZ6tljQYqqT7NRKL26uP5xTbaNpNe1QbnW/QU1KYUlWnInorDQ3JIzvXDXngLksE8v4NZ7g6uNlnIPr4dr8nGiHT0Go54gKXXq6VyhL3zOAP8LUuMMCgo9L7afVp6+2dxgtcILLQ3bqgcMJNPuT+0S3ZsbGxvgdYxGCKcnUggwMDJi0GTTw/aODch1bquWzXDmJHbQa1odYXOivWYHDp76TAB2kAjOIaoTdOO95jJvfplnY9LOL0NWJwIwLM3V7pjfCaWfS96atNbaE52DaSscF7XcL2K/oh59pL90WmpxHs6yVMl4aPGvuLyND2B90kVClEn+/8Yusbga8VLYzdEr9LZGPEtFL5f7G4pdcufwE8ueurWr5abrkuiQ5S/YBkkLxDegEz4OYJyvDJ4KgKqaC3R1tyU89ekh3MYN6GFvng9Rcl4Y0g3xq3tCpQknHmGPnUCQtzk8DrqOoPuRkZNJUgu1fxVNScUwHdA7SXTtDTzM0T//LhAmoMFaByVtdUzvzCbo01QSnQOEvA6iIqbD5l3/SOSmKGjf5qQwju1KHGOZ6MZRvi5wNmpycl2dff0uef+8d6cEc7pMP7pedm7pkzsxBKl9ACpyUPJkKqEipvOtjUtJaWdVBp0FTGSkQk6ZB5bu6lkPteDeK4NveZJC2KnhqUoqwaVbK1jwViFNPulCN6LyYTjU/JiuVYnhAoF7kZtQ5Dpjr+1Kp2/xnJZHGR6zHL344MDk9F0BZlHz92IDa9gJvlhM3V+DV9i7hKRG9qJLTJg2pIjf19cinP/EIqxn8p06NSXxmhKOKC2kNJf1IXXLwMiN1TRJoaJNkVZ3pXHqrS2wmKgOXB+Sld6eNSr+2vl7Wb+rjpVTKGBq72FwMzava19JxEADDCL7syGjvMKuZerbGO9n+rtLrbwm3I+hu3LRBerp7jf/VCK6o1F+wdtpqOlOVdgY63gIf4yjavyXMLYy5tvYf5Mv359FBAStWVmmxhYtSg9++pNoomw9Ye22qnRPhKolia8zZL7Nl5Hzhmf6t6Zk8dfuiNquqSaXRylO9NHEVLlPieJIbd5J4raiTbdzIphdRqDCsVyjO6wGIqRVsgC/KEF4fRkZG5Pr1IWM3PTx8nYOCY/CqnyfehXlJ+r2HEF5nODw4P4vmlrC6FFOtMAbDCLxTEsYt246OakxjdqGZb5FFzB3i7CroStfYODEa60BuNAfK4+qagRhtwAs/dmVU3h24nm0nMm7Ak3kLPki7gLok+SBkBUlR8E3HB2BBkByAnAQrg+5hG4ot4gpfGMIVrYjEtZWQxTKBbKyIcm8EaDn4yKWRm1IE7yUhO8rJQytPloNIOlo0gpVMSchWQt5hn0Xo3IcwxbAcClahrKirTZ3xN+lK3WVayAhmK1G8+cRx9Zhka5xDyNYnX/FqE6wuvkJoUlUp4jXQqnCb2tWsYye2lR14DpGphjf7ZEpRJjPhbKYtRafLbFUIqLJjcTomS0gryWr8+s9cwIWaaqqTMsUNpKpcWd/RZA7jqRybEpgztFOUzL8Zoqb4DA+ZRODTwUyOMqUH5Wu4+bOOcyxqVqGPlb6iWCiYSIq8Ihtw739siKDyXiKBKGdi5kVtkvXJvD8NG3JpiVk1v5XMowuLlZztU2EohGt6w02eJYxSKcNTqF4uRawBxYVK6UlG4FUtnAoYdxzYI//9f/uPpZobrGJD3PBx5bjEp4YohVbW5QvaXN6AhNp6Jdi3V4Lclqaq9zj2KtGL1+Ts20elLj4tX//NmOzYvVv+5f/2/5Tbb79dTp8+g81ov9n63si1vSoEVyBUqy9c03l4T2pUrx/MLALsNNsnep2xedmUx03CRiCrQphs4kBdHR4QdDuBRR92x1x9y7ZOpX4l73urIvJhaxPGviPKqcoAV+FSwdRb0r5owgiDXDFWWd0Bu+q6TFfPmpn7GM0uWeozsVkHOE6tqg3KDa1mmhUVXXW4Uu3pLJePzPNOQm1J2YY97jbyUlyk2lwFUlO3NGOKh7cxqcEWfHhoSEY4YRvDhKUV34nruzrl69/8K/lf/5f/WbZ0Vsk/fGy/PP7k70ikfbcsHzssUVzJxWen6WcQgVDKPkrLSz+azhPAHdvyfFC+9zZeHbh3XVfiCpOFM1CZf9xTM7k3/reI8osA9c93qUS98b1z/HOXFzJbQDaQFzyTaYO2RTIQa/ktG6G1FG7BgY80KyVzVDIBC1suQf/kLZCWoAvJ4pJ80nIHc0l1ScrH0Cr4aigffL485kp9GGoTssyct7AYxRwNASk9JrrhZgQm1Rgu4sN2kZ3QAC48M48brk5Tmo6OgnGbCP+rK9CY7rZ5PCmBF6eRQcphTg4hF1gFXoPpje6gugqoI//SPIqTCXaDOQOivJy4eEEusdOozxhuMU9duCZbN6yT9pZ6zgYhj6imc5XEKm1wvR6vLBV4g+GohNW0EjlIyeo7yDzOYlTGN/lkqEbc7VnFJtdKC4EXEwUuylpBw8t2LE/m/ZmI5R9N1xlvGWWf2i/r/qzuAGSnZgtsWYI2pgtTLBK8MME1Q9g5WdXw0oAVrMrU/1uQ7YiK+gZJcl9hYm4sVZSq7NQwnBYNomUMYtOCEYkkZ0ckfp0LAkaGpAq3B52NdZzi55IBbFdbWpqNzeeevXtk+7atxplyNemZJ9VxTBcyHXUBwRtFvim/kvL0/akwrt1MfdaZaxDV3Rfpqtmd4sNaIl9XgIC4d/JMYTfpVz+0TDfP/LoXjUgJsP7nfLSVte46yNTwThoRdvWO7ZRvcTcMJ4XS4+olY4FFx7QOlLS1iuX6/YbUlyN8pT5m3gxp6ZWlrSZaq0ACd2Osimtxd6Yu5xpqqqWnuUk6utarKx1prtdDcfhSrq2WJHbAkT17EbAxcbmA72XMYQzd7KChBWm90sI2gzHn4IyNk/KgA2E5nzWRc0FySSonm2uiVZCnggCpYvOC2TJtEf88Z9GyAV+47tDuqYUIZrGygUIY3vnWidIbykdOmpfSWALbQcAR9c+IQroguyR50CwXpIOOI+pRuBvrpVbIFLVa/GrIxoNHsg3GEmFIRoZMBkK4pkKryfCYnkPMuGgBtAQzApOZa7LweRDANeMpv3rwWXVcek5HTeBKeUxVfdd3FTCOwL0wizmDHtNAmpzAlO7s5csyg2DY2r5OpiYmuVhqTM5dHsaWF9M4BWPuTE8WpbCcg6u0/bSCLhRMGyIypRiyk7LRyDS2glrej/W92bFTMQMLcVUUpj0+mLP4UFldzbgh+klbbf680D7B8tLIzbwxVDPlpATe9GvU+6ujs1NSiUCLIl9WIg1su2Ovu0JvQ7uK4a15KRVIpRXYDgWXL0l08IyMn73E9XccRmP1WI2xtjpn1ltSFnH/pd4YqhCi9U8f66CvL01XZIscSppWLSKrKL0VxrzsdEdQJ9fGHZU6aUbYUjtgvQJRO/wCWkNd5ahArOA3tqkyTZbnVwVvttmN+xPz0QGb6d1W5sjTK32TAeVf/zJA2j6pNtI2rEej24AmvJrtjVWIPOWXKUtvk5lhMTFLf9C71fWd6TvRKjD+pR6tQyasv8q45VGtr9ZL8ULqpJxFlF5nqfbgcxzY062nJg681XVtww1eF9s4lIO/QenZZK4KXh68mvK9rIssQ5tfaOq4q9cKJ5JhWayok1h1o3G0ztIobZVlYaKYoJ39YjALwBZBuAhQz0LLQcOT+I3L+C1l+8Y1yA2lXObWLie5PLTyZJW5tUovqXQKblUyEi9eNJnxUAilytB/yzs76Fwaw4whhqmiDtR6TbGZX29Mpdwqmi0vqmddOEyNWMeObkzO4X3iLFfVb+GW1Mcef0Ke/83zchZPQ0fPXpXb92zgrAgijTL7Pj2maETOFd1+VmEULws35tH5V+dlU4zOkZn5b+1vySemTzAf1S4fJR+FGRAj8KbEKVZzSzOSHO2nBbnytqpBwlwiUNHaIbGxAYRdVOzqxgvBJaS2LMuzsjQ1LPNXuI1tCnuaROqqWNXuqr3pHCcoJyYnzAEuLSllf5sSgDSuVVXBah5712kE2CVU8/rdqicB/dW3p6fwGzF/aOBPtZ3qJFsFXRXGFFeFKRV2PzCPsmJ6vB+eDLAimL/VV4+mHQFXT502oEVXn30361Gtsjrd1sXHLG2sl3yollU1CZknGyItG85kWn4z9VHuq3mPTSxY6hF4ZxF2rw1wkQg9oKWzT1r6dnMDXg0mNFd0/4zVKvB9G6WioYktrHkWW6yuWGgZU3zdL6LcBIuK6AreOJJ4h7jOFl3VUToYfYrFUO6T4SQ3J5viALFH7bEsjo/A2jGtxFNUfNFyBXJNtBZQILwG/CJRigQvwK8j2xBfWwlZrBJoOLgpMZrlyIyfJRFbJWXIOKI+SHtjeOe4kbVAW4JOyDxZgLrkuiT5o+mC6JLkpGWNr4Kvhqz5buza8j0i7GQmMe9jRM74GMg3AnsQKZCcGern5/Xaec50NKg7LJQdHlUpQG5N2cqD/qnArRcUxZYx/sPVzwSee46dPcPNcBwGn74ulZfekvvvu1dGMKk8f2lQBkanZWMXtracD1rBm0P5W6dwdZBxjZCr4szcLG5Rq9RbEzeY8p9rPy1MMi+E1lHnZz1bpS/JvKu8GOlMH+/TB0iBkkqnUKCAorONwJvRuibmJyV69aiszOLDr6FDwhxMi7R04b92UpKc7tRGDUSq+F5ZdY1ck9mBqzIzvsTNa9hsqgsNitcVlp7QnOEU/hB+XdXdlBoxqHCa0RIqnLolm1bhVe1V0sKrElAlqW7d61Z+U3Ullw5EDF21IZ0CXq/5U8HMKoQVXesPIEJ6P4LzXEHqXY02lAWEmpHcpEftrRa5yGMCQVdtiEwbr3Ubi3eofUQXKXVo9nXRooftVGhVrw9j3ISnS5X6lg6JUKbg8mzm3Fm2z7jzvb5OKjq5LpqrpwNcL6lCrAq95sCkEWrxF81p3SSXnEQStRJuHsJu2nTjm9RSHsW4ftuuiR4Ebk7yzefo5pZoK80WuTnte8NLuQF1Konk+4fs3dQl8eRN9v3O0V0znSfYbE25wWWMLesDfaW4vMSNqQsxDpcHzZ/ZrStzUYX4VrOA5YWU/a7OFWoSN8hB6VOX+qVv2w7pi+A16K0XpKuuUWoDK3IRzw0nzw5we2g9noeqkDsydgWFSip/vm6GhxBilmewtWZ+03MotfCk+phyLxxUwE2ZNKDhTREv/KYKQ5TYs3wUUP5m90UxJfCmQYOqQcPBf2JhAq8KUxxYG+ZSgWYJNW2QeMW8xLkKNhmulYVhzA84mT/PdbGxFbaXaXT1kKDV1MbXU5N6JV8MU4WcqpMwi9Ca0erqbSapxYmKSKkrcnUbvwFBSe/11o6usDNsr6u9rtJTwflvy6N9NCMc1qABNXbKLBq0DW/WY+4Mp411AbKs2lR4WmsbZxZPqpnWutTzHit4j/rGVKur71P/VMBOzCzK9PFzMsaNfpMMZipkB/DjGLw8jtA7htC7XcKt6xFom3DzlhJ61aZrmeskk1w5XKXtpNttDP+pnuFsMe0tpTw+8X2C5eXElUYq0TUrL7FMph3THsvAOH5tQLaIDdA7xwrmD8qKYcI2NFskB9Sa4A7pnmrFyxs26KXRyHwTecvxk5lmo0RuUgO1n/I8YcrCiJ16nkrlybLTKCLmTtMl1SXJqxg7qD2WxfFIzua7BnSGME9SLXdVkaA7YWvVR7gWQaLO3SooTk0iAyBxqhcAPauhV9ze1IfJIsoBjUX86CfQ1OotoFPsDJ6+3C+jeP25//Y7ZHtrSOZePy8Dv/prqYw2oHGrl8Mnr8gtO3u5L4DzRe+TjJCZO0MVeLUI4o1oZpbJFANRDtsbhV+Z21J3YHlvxkMDvUS1jrkvKzfF9joLZNtg7ZG1Y9rp3LwY10noqoN/jQ0Ing9WAjI/nUBru0BHn+Vw2pRE2rZLsqJHYpwijKnf04kRWRrn1CK2NQE0u/pRIMMoJcwZzJ4LYdXostRJP1qGsb9Fe6jb5UsciFIUIwjROVVjq9rcerSB9Wnt5hIavzkEHfUSoLak+rxfHdkUXs5/WPUh8pn6hxm9dLtfhXwV4m6mOJ9tYzUrYUGhpiRrbWPTj9jT0fvCddGiwi4XAtlaTWmbG3J4n8v44Z04P4DNON45cCZuekOCwXYM+/AhLrG4yv3h67fiwaFPgrjAUw1w6hIR+hn23AntX+o35++e8rTAB278ev8YMiW/f8W7vM9yMJNLIzfFpegikvzTs0BagkUUlQZ1IDuibvR8gKTQfAM6S/FA9Eh2YjvjGTTd7eJMDDKvzquZWSLz68QqLq7yoY7fai87M70sDU2cHeGiKR1dVTy4GY/yoI8eQo8uctkFO3lGg8n8OMiV8ye5OQ6bR7n+3ptytQH3mUa2C8rePXskOpGUS2cOy6Wro9LZijkmO4p6ScX78ejyBFkXN6xhmRwPyDQLiIamKBdjqUu4MrUn7yT7XiDKuwukZDDLobUC761AtkfTrQ3Lg9hNT87uBetqUS8zWcaxc5SWW1jk4BrCJvpYqYjj+qQxIstobJcnh7hJK87NZo1o7thbIQ9Mc+1gIsDBsroofbKCF0Bny74RVmzQnEPQnUKwUhMGfYxZAjD6+ap2s0m3vhF2td+rh4AptLpzCq8w5mtIfxGK/Fv/aINjr8vgVV+F+Qb2uhFsXW/Wo4ObCrjTtPEshw1Vy2vaODPqrIERfZ96sFC9SqhJhuvJ3kyfoDy9+jjOZSUca2SUM5f+mXevdlAJrrle4eBakqutE7jfqezexuG3WuMXWPW5YbUVZ4EUDtFfKFfNy9f0WPAswTWRsiIVRcsV2DXRWoQ9XCS4Hbm4WN6i8mbmllMkeC4BrxRDeG3U7Vj2mFdxNzYdHtJslMyNhYAl6JN9C4YlmEF2ScpkOX79QRaGckA4oo5C80RdEF2S8hDIvB5APBA9kvPRVFpWtPn5xeTk5GSgtgovSSgSUnn6bxnmRRRVURV28aev1wfrDaGVlcgAN1lo1NrgYteYM8CGUWwsIDec7u+Xq2PjsnvPbqm8fkWmRsYwiVPlTEgeffxx6cTE7V/+T68bLe/WDZ3St74FwRnTPITnm/5QpMpTlfgMrkTxMz23wu2hc9IDT2pfnJF/cvlKmYX6epsGKLU7rp6TcMUWMJeQaHU9quyRnMtGNqV4jCzqBzSQFXi1/eKYJywh6KoQlsRgPRTmWtzKBqnGnncRv7Jz196TxcnLUtu8Wao6dnOgKiLRmaGUQFrfzp3P9RKcr8OQtxZNXAyNLvYr0MXmXEbnF2QBe5ZUE6r2l/eC8MN94NKk2k2EXT3spofb1BWW2usuo9HTJyXsmuDfin9MG7AgqEGb24JBu3ovuJl1VE8JalYyheZcNe36rLV8rYu+R8ZLo6HWRYuaonhpiRXW2OWCZ7QHDNy6LaMdxfxox+BP/exqUBamJIEnEB36Ixv3SKimHpMIBF4WB5UR7TOYQKQGf4Uu45PqqWsnWCp+quS1U7Fj2mN+alU8hn2gLYzvCuGaWJhfG5otUhjXG6J0QtrfS37SJEqjBHZpBFarUS46SrGctFY59Az5Ks4X0GoRq+CrodVcQh7JNhiXiBMtylmGudn5QANjYFbgNYOkC7LPpAy66gVnZ1Ayod2trgtLVZWO4T6JlAuM8vRzUc1uFDtinUP0HMuV4WE5dfES8kVEPvHxT8iVV5+T62+PU6rOCuyUjvRLU6hNWtra0AKPyIWrw9LLDZ6Kr/az5fgEi62i7pQGK5JSV1/FQe1FGbs+K+1cgRxpqDbt6saTGSuKFtBTNryqYFxmYQDxlNBkYdjZjyxZHsHiMTwIfeCSswJvHG3jOC/m5MAYwksY7wnqezUsiUq+hInTMjN5VcYHj8j83ARCx5hUt4xjW1mD8/9JWUJ4CnOYjetV5PL1azIwPCIbt2ySxsZGmQd9HhdmC2hqzUlCJBu15VRdpmoB9VCTOaBF50x5CEDjiNlDFGFXm91siN/0L+/GvSetkwqXqgWNVOKjlu38tQqba+FyBa2ucTnG+9AFheradVzzElDzlaEfqOLrxRhqwlCnwi5ht3FS3+YC5VXV1EgL/SIK7hscQMAwgQVP2Aje5upkVquq6VYzD7UD1gtnwmxjVV28IvVXBul3HKZkgVBVgekLh9r6hwa41hgzCBoWfixfqiXoVQkfIF6o2XQXGi5JWXB/gSIpFAnuykM5aLgSXmuif4b8QxbByw0hWkT5ZQW98ZXxX4IF0hIsvroOZEfUjZ47iHuqG/7NTcvlK8ENA/FkgilRZ0W3UXbtHKqf25kZXH0yL3R0s3vLmJzQSydu4qObwnE8MyxjzqAbxzoHqB/+05gynLtyRTr6NsjBQwdl8ewRucI5Dj0YJsGE/ObPvyah3m1yzz33yq+ee05OXxiQ/dt7pamhxhyUVqH4Zj8JfT386eKhEg9Fk6MxGZ9YZM7njgPaVi/HyD7A6cyljrBUq63t4PfRYvRh6guYCzcImrhJ9fvPzW8fv5yVG84IvGrnrFU+cXVE/uy517HdxXiddQJOoiSBMQqurtlmmDbCbUxtJgPDrF4uoZmr5AVhi5tkS5yOqYLHHLa/VbWVcuiee2TDjl24EEFwXmRbmrevW966xaCa3FqE3UaE3RpevhY+Dx217VV73RgwKuMak4dy1/h9pZfaslB3axHq/v9n7z+ALEuy80zwvNBaR6TWWVpXi+ru6mrdDXQDDaDRAAgtCBpoQ85wdrjkzoztztrO0sbIXSNnbbgYI7i75CwN5FKAUBQQjW6IVmhR1aVFVqVWkaG1fhGx33/uve/d9959+kVkZnV65ovr1/348ePiuh8/fvx4cxtbU0H/3HOq1L7r1PEy9etm3ZCk62OptY4j3rILBlW6un44jXZNctLdVp4LqE60c7veU+99rz311JPYTzxnv/vy6/SFNnR9g/6BUfWg7aFO/3S1cQvLZTew3fMyqjTSz+IgHHAdqIHcmp606YVpJAEP1sS0J9Fbf1hjBpDaseSmzH2rpHTFUxSPieOtDCqewv2ZZBlPAUjlAbXhqC1VMlXRN5IcW2loIynK5lk91upTZHOLfJXjKA2ZF5v3GuVW/llzwgzqLIasLxMpT5HgHJiClxIsGhdPuOQSxBq/hT5iegrQVBCg9GJsF7m6d2UVwVU7psh62gNmU+oM9SAXbaGwqty3IDAxepLuboXSXYXNYO3ppXNvm0wCP4KuriwISYDGtBBWLWeOljbtkSOj9t4f+lF7/oUX7Y3z49jrnbJnHj0ZnC+SLfcqndOjNFUwn/lZCEcrV452U5+dc8xVN+Y5vNZiBw8N5DC8qmLBIg8inLbnp7BKnOpXczj8LqS6AKoKGXH19VIJTXsOUwfZzvBqdQEjmpqFMX1r/Kb3JLEuug1LLb6CDmVnV78ND41adwdHrVh+sRC0ZhL2dXEav6fbrtMxX56ZQfe2yX7sJ75oP/3Lv2wHz5xBcRw1BlpSWzDCJrNbfUg3ZWe2FdUJMbeyxSuGaJnO7FsB2tt+1znKRD2rg7q5sX0so6wfrGIeznWipVYCHbUyut4sIFD6Dg4G6Mpj6V1LOpvvNMhJN1iqE1JRER3tmJr71A/8IIPbtv2jf/iP7LXXXqM/tNijRw/xtUMn9GnhI5vL7TDTqrNFOtvixiqXnSzD8M6iMoOJF68/DgRw8876JnajoScaXKOhMJ+eUu9kE3O5b7GIXG+FYLmJ8t4agSMPZdWvFdJQEqxkZCFFVYIXIigW4ohrw55JVQeOYmTVFg4hwf/aknuqQgRevKowhimKJCwSXDqHEolKRBXirBC4IrCKgLIkZMGzvmwsviLBOTAFL8WZXY3b/IJhLpoilUfkL8BVJkDpYJTSSEtnZzmkjtSxf6gDs6ISNXhUjahFJPwBXGkbZy2kpigzpDpwnOhUBqYPMXs6NCcpbxu7etIllmWGyzdv2Bl4ic9+5gcc5xp8ivBHroXNZSyzW8/Oip06ftheevGWvfLmVXv07GF2AlsBUwb6VeZaUTWU9FgWKySsqTxlDH+YqKlZag0cxu9hN/LWOCY5V7iBtjczV8UXAppCVQe6zhl2qbp2ldEBaMWVILdEVIz0fffuI1nO8KqjyyTJc48et7/+ox/SESI65y6nCiV6T9vzb3Jt8MAZe+yB++xA7wKi+Vvo1fBhpnvsVF+THR5psa+8/pbNLS3b1cVde+/HP2EPIsGT7orMRql3qn/KAsEg0sBOPgIxfbrYIDI5JgmxoOIded8r/l2WofqRmEwxkAtruoY50KHOMoY1FNhHXCT0bNOoLd00WEKj6UOWisocg9Mikl2tWaXf20vbd4+N2jPPfMAeevhhO//22/be4yP2d37gGa6PTNnk/KrdwJTLNrfQPXho2NrYXXjtxqxdwKLDY8cG7cRjD1vrqfss1dfPgqzZ/uzr37J/9W9+L7W5mU6prHeVawS5jcCxz5W2ZyQ3DHH9iOITWc3VWz8ZNWfd+ISxwsS81edTfeLkFMmh1dPT2BSlqNL4hkpD7tq+nuzJTMzl+squzXGpAxdX2shwPyM1Z2mIi/GUVefSgjBrDUHHjZuYOGUe6B/oxlxYpzO/Bchg7rRxvIUqwwY3q0nSqxvKZhZX4D3e5LlkH/3Bx+zZT3zCrl+95kK0+JQj5nB5dtpWp67a+9/7tF24dM1ef+eaXblx1u4/dRBbwuxQh2dVCvKOB4BUzPktLrDYhNk9ONzrjG88rzh4Jf4UDG97VzNML2bJxptQbVizmaFlGxnrpn5lucrZI0clc/IyHLDJAqSjmyA1QLEOEYazXgl4pqbAkj/jTkKKhKBKiN8LmNtMSsDwUkfaWj8+1m+ffvK0XxKwoQsj2HJfR+I2v4o1Aa5/fejwATvcs2vj7Ss0ChdApHvt5OFRO9S3YceGb9gIOjPXYXJ7BrgBi1Oes3OLbEejswJj0g2zqwsIOjnQpBbStcCyEKALJdIw12rdejrWXrTN3Y4z0olepg2lE60K1sKxFhd8R1p58/HC6EpnV9c+J7WZFporWPTQrXi6BlqmyaIb81pIIFytqDE0ceCsC0n/MVa899P3lhegb1tXSG5zWHLXnjo5ZCgvcJCSQZl+8vjRMXv8kVPW+eQTZgePsoLqsJX1VfujL/05ggr0kRM/9iKljX14MW8R4MqDi8tnKsURUFM7Tbkpc98SaCgAKAhISJQXlJMk5yUPsMRrJlnGUwI4G1UddDZdUV8DEFbTDYvSUXSmK56iMKawMIUhhalyQ0qnKB0bYWoUVB6evNcot/gzGSQhNCEojifuz4JmffH42pquxMgRZeMgMrmKTRos8gZ5KrJ61lTjNsMszK7MkMns56b1M2f3YS+2uBWBnFIWvGh3Vnib2MWVnfQL70zZH/7Fd6ypdcc+/dGn7OlH77M1hC9SaxRc5OSXVHMdhndnE+EbO3uau66Oj9sbFy7a0OCgPYbt3X50eG/cvAlD7JLMKLmXfov5raunzz7ykffYC6+8aS9848/se29csaMITfp7OmBgS9eS042a3Drz1V++dNEu35i2zzz7sN13nMP4zHlRE2QyrcAj1tPt5CJk7sBE2dBAr80uLNmNq3M22N9trdzCluK0YIRbwkGlSWODeJv5z68lVj1FAHl5On7CZBaWShH/jEetUCRBXvo9e73N2ZcqV8D/qOacSHVEPFpx8URF3hmlle0WW17btqWFRU5xzmOyDInh4qxNzy/YanOfLaf6aJwu6+1sY4W2brOoRawsr7A10uzSXEn2hjisJMmuTIxJfWEWPZxFmGZJeb2Z1LB3u4vKEFanV+ltKJMkAWtSYaAtFqhrbSeJtIi8akhS14gkp+2YAdNhu0Has8MtMRRikorKEioGs6vB4UNZbBjq6uT2OF2TrCNq0MHosojk9/oNbPBKl3t42LZgfiWJnsXO8zz9axU1lzUk0jpYtw7zvEJ51O82CN9Bu1+WGjRUaEDRvfK8hMWrt9YrTJ8AlhBUWEEVhFSMpwCwIKCC3O5ekOTSJoeWK2VtqcphrT++brrqQhBLHPNGpUoIiqKKP2tKVBxdqZiKs6oYsFRu9cVVRIJGOE3RjJ8JGmRVEaBxPY1a4srStl/Z24EUsr+vw3d6hb9q56JGkJK0aafVLl2asa9+6zX7zitvITGdZadYao0a+4U5t7R628KU0xaSZkl32+ETpLv72vkLtriyYh/84Afsmfe9z6Wv0VwUp084t5kT2pibHvrAs/b4+5/BRnurvfjGZZuanvf5SzvY5VwTlSL92eXldXvzwi370788Z+NIe6WOKRU+sUbVOi8uCds6U87wSnQ+Pb0EL6VzT2ATQMi/y6y8eC+qyi9X0oLE05fIVGVXe6nmXYNX15neDqdco98e5h9lUevTewHNTGUFV9NJh8R/1Bum3bhsgtOaLT3E0howHvQkVmAwrnwtG5soj3f2WuvY/TZw5H4bwyzINozJ1OXLtjw5ZV1IAoe6OkJmB/tzdCipMMzA7OrwlJx3pD2soH1FrVaQUycMHv66n380IKxiNUN1LJ1dtaW7cl9OCSL51F0yP4QEYIBBpZi9YGd2keoqbzHcnUj1R9nGknRXKiyiZF2MLM/p5VUbZ7Xe0d1lY2dOW/vYQT5cGQtHGg3NGvj8F9FF4k31Rw5KNmHnuUkDqFQ0YIirlqhF7RThzjyLRmQgSnuqSJ8ImhhYOssSsWWxFQAUBGSwF43Jich5yaSNexIhMoEZTzxJZX5PWlv6TKo6cFRGZKVQEJIhqtI0+XCFOGpGWXPCPJrqwpOXOO81L6cSrzUndJzZ1FlfTmZFgnNg8l4Y7fJCYq9RlG+MAcn43qSDvQ6iyAgglqYC7xaqDFvr7LRyhfDC2goWlZinBzpdulv1eBrS4oIHJLsT40v2wsvn7RyWdYa4Kv7g6BCHtToCSp3ccDLSAw5kB1p0WC2NdFd8s9ylGzfsJa6b7+7ttQ998lP20FNPcRmFpMNINiLhtkMG5RefJ5lHK6puz3zwgxxwe9Su3VpwxnURW+5tWEMq5ahWpw+7QPAtncxd7Qj1Nu35V6UaMcMBaey9k2+1tS28Wpw0d3B4jbmwk/lzAxvzE7cWbWOZOUyRXmb9YYdTZJJG1yp7WRVcMlPSwPDSI0jgOEpCl6qDquKUS/xXVeJk4Di6Yv7klFFosVTZcO8FYixwwcrRlwwAwEyksNDQ3DNmux3DlA1rDdvYecOnCtYW+erKIhYYFrmFbcj6TzxuB09zUh6My8vc0MaKawzJXl9oY3YNRkZMjiS7G1Jcyem0nv9d/UdVKmZTHbYLnSG3RUsHzqy3vFPvbRGlYC+p7iRS0mV0lrTD4dIAtWmVToOefvrEdUXwaA8SfD76xMskwK1DZtNY6JhcW3VFfx1MHEOqrwtF1F+ES7fmTUPbEs3PDpZb9ejv67bRMw9Yx8kHudWvy6XR2l7zeuMbDlavYoD5MQg19Q+a9faBDyQa/LxsWrBB6j23JzWgvn3PVVYDtTELybjv5HqvnLbKIEtD5cXmvSbXXlJoQsKEoKSUCsuCZn05sEWCc2CqecnDp5P48DXB+W+fuUsjU18M5h+l0w/4cC7QQbU1LkRY1WFizktIutuNYGI7M2GVxp0TK9TQ04R1pxUkl9998ZzdGJ+0AZjd44cO2AOnjrCF34PwJdi+D0kIyAHR5voO6gwSXAQH3XSNsFQZxmdn7b3veY898tTTqEn2AxlViAoSuYAJdSksCJo21uxjH37WPvvZz0JTqz3/+mW7fmvOD7spRTBfRGlzn5q/dchNTPqxsSE7NjpsV6/PcpnFdZueXfG5zw+cZ+jITV/sTXm2wHC3oJc8MNCDBLvNbo7P2NL8BgIbzdGa54LmkTqI6lL6zNLlVXNE9ZWPX/XlAkMXJummNQHnQzXwXdUf/epEG6GJP4ujjEOV8hfHEMX4Z7OD6oLqSRUbMBKStVOZPUPWMnrKdrC3q7u14TA8XHDqHBtbuilrHsHvFiuxYRs5cJTGamIbYQqVhmWkgmxhw5RIhWGGLW49g1OPIvrd49TxVB+t6LT6lj96UNq+jzrqXpdW+LWgmEFNQNYQpP9Uz8TraSFeukuS6g6ijtCJVF8fV75T3tLHllR3gbwFIxWWYdL4gTbiNYjq4JrUHFYZ9FaxrDB//RrqL6vYSuyxUaS77aMnkfKetJ22TtuCMeYEWriFRJ+jPOp9qSH61+AYVhpQilKlQ06w2g8Yag/LJ3Av3utt0HrT70WZqhzEnYQqy1EleMlS5uDKeSmZrExkfYjq+eayhEFDfWSAqhBBYUg2x2RfmCIhYUJQMoo4HSUSlYgqgrd0sPBVhLMioNJ5ZWJrwsUivhilSfgY83SjpCbtwpE4Q4l7xPyk2TOXKoEPpGEC9VEdVEsju1pY0hmadQ6UYQufa4RLMYO52JPemmCg0bu9MosqwdvW39ttD58+xU7fhh04MGCDfb3o0SKE0bgdOvm0A7mBKoObIoN3EEN5noNpb7JL3N3Taz/ELWrHjh6FMWdOkJAslj6DB0SyZS9B0wAgx2FUP/zcc3b69Gl7+/IEkuabCFcwsgruYmUULfq1dzbBlLZDb3ewQ41wRRLrb33nPAK+tKs3RPlW8ozIJWt0mbkOmfmup7PL5jmIN49lDEm2tZAJ2HbKIQsZ6PKmaaM18ttC6p0RAudnSFnVrM7E8XSxT7yC8+GreY8qJP6sJr3oKfELUJWCiMdVmXEJ8Kiuwvz5/LRNTCs19wxa6+hxSw0clLUot7crfkeLzMDgc4rOiqkR1Bq2kOxJv3NoaMA71QQ3o0xPT7NyTCHVgxmSVE/MLnjFEPmqpARRd1NU1KHb6dHauh9ECtrFCVWV0fueeuQeOjHauoZ5Tvq6DAqStOqjrrWO1c3Eqas8Ul+Q7m0xfV0tZlZ8MRMwuy0MSEOkGUSyL5NiKvp2uOCZg7ldg84m6mYVPfCJyxdtc2MdU3cDSBcw08K1we1H77emUQ6jIemVSRvRoV0GjBliwbvfmkdOWFP3sH9JGiIyLubNhBXzeAGzkXmv2YgqffuOpyDDgoAqS1AveI35Z5JlPDUSUlv6TKqMp8bsG5IMIkI66iYnhiDmrZDKRhFRYXYlwfKoz3stmTQnsuaEjiWbOuvLQV/DS1FMRSIYb9noQrmwqQVZKlO3JmP9EpwsI0SCj8xYCaisL61zG9QOGoWLCCDW0ut28EAvW/Ytbk0hAVXpIJGgSXCr2a5cm7Nvv37eDg6N2JGRMWfcOroRmgz1WyfmKKWuFjmGdu/rW0h3NyXd3WbOYv7QJVbPv/GG3ZyasvseeMDe/6lP2eDYGDq+genJpGFfYjgJ2rSrKnvuEGRn7ztrn/2hz2Htp81ePXcN02bTfk2xdiiTeEKRE3x7O3b0QB9qGL12a2bezh4+ZMPsbr746nl7E2tVK0tbnE3SwXslqNABK4a3BZu8HRzS7mZ+lCrD3PyKLcxzRwGaolE7irll6lSAM9iSfHtmxfILcSs64kWUumanvlek/1WCM0qejCIemwxRSR71wDjDq9WgOoEqTQxGC8xF+2FMPx1Auosqgy6X0EeT4mCR9o5lc1Xv3PzCD0aWVZwkmkOsyDq5KncBhfOJmVmuCEaNAT1S6XMqo/28UayeSqk0repM31cHPXQUXdRBDu3pZjAxoZlN9j1qV6ENDoihJsCCQ9YQlK8Y3VqdcGqlqcskhtE3GqY8uiSEwAIn+7qyjztB3isMUl0MAmOqAxheWWUQLpmam0HvStLfdVRgNKC1sGWzKtUHbDbrNPDI8KD1IQ1Io+bSzOKq5cBZaxk5bh3YfG4fHrW20cNIf49Zy/ARS3UNwQMj3ZVKDGXFOWX8kU2WBCoLyM4JcAyZkNy3THAFniBl7emDLKpIXwBaEFB+zMpJkvOSU+LiMXGwyqDiKdyfSZbxFIAkBVQHnYQhCMvgcU/mrXiCvY4JSaiPElLXh6BkKStDLagYZMybj7xEVC4OJSwN7KiTQfJC9ZoX5ImL/MmCZn05oEWCc2DyXopKdvPgcl6ZfLXx5ZNOkdFOwg79kxku7dbGJZrSAtMxnHX0Q1fWOBDMeQp21224v8uZwVrUGcQJWLrZJm+t2Pkrk1jN2bSnHnqAsb7JJudm7PTJQzaISTKXYMbnJpLpvPr6MtJdDqy1Mn/ITu+lGzft1fPnbXB4yD71qU/a8MHDlkKYprlWQ34w7BdWuKrDfy4OTdnx48ftiz/+43bq1EluaZtG6nzF1TAdKPiTU7XBC7rEzFPDmCM7wm1zy5ur8D87duLAqA1yYdK3XzhnFy8gyFtnToQEMbGVOlYoXtfNSHmlxzvY34cpuCWbnlm27Q14KYhXqYSS4rpUN1D1SCNYlBS4MCef9IJCB/yy+DjYj0LIEiHCG/+VAI1HxZPE/bnI4jHy336XbTIqrontZEl1W04+AeNxkhbCbt6WlMmR5MIIN8nCM51WV/6JfDE9MhEihljb3/2I/wf4ra4s2wQS3kUYoW1aSm2idO8mFzC7ujEO/VZ0VfVs0ce2T26TetehtJkVFhS0jy9Ykr6KCunhW/F26qUcQzCuKk+qSHmCvDdgtNdhajGsDawYZOnrqplFhm51kxqLTM+pn0ROK9sVGN6ZGQYOdgj6B/tR5u+2LSn1EqdDktY3bD0PPG5d73vWep5+zrpOPYpkt88Z5G0xu3JRd+IpMl0Vx3tlEH03/tU3dc9VWQNeafdqrspauwd+W2ugRH8tESXBFDtmboVK5BcDFduziZBJO3ACjuC2GWO31uGIUGeYX1yGSYK5G2RnjdtOta0enuWpqmYYwm1tUdf/jtsUZkjPHDlkR5HITi3Mses4b489eIotfMyCwUhGQ7bTzjAu81ubmEXbJk6myBZXVu2Ft96CUZ6zx558iguK0MMFeNOlu85aIzTT0B/HFJDrUx8FjWLamIsee+xx+xAH2HaQ8r6ELu8EFhsEp9s8k5zipGIhabckvMNDXUiaObDW0WXvffRBrFks2OtvXbUb1+fhi+CBikjXC3CLLuWLDq8uotD9BiPoJK+hTjI7t+RXKe9q/pODNET4vouOvAhrDdw8t6FdW8KjwgEmaJYz/A1+ws9/rW9CRESVc5VD5mAqnqx4TA6C2/jiLR9YskilWgYOcCf1w5ZComZt3dQonw6d0bciYHZTCqORJXFnc4VT8zINhZFqKh022LpYBQ2PDNKAazY3R6cAzleY8Za6jYVtRNYaTMRc6WpbqTDICkVXicNcjcgzFwdbHTCTczCNMt8lFQa5WutZjLIkw9oKku6t1BG6MQtTTBq/hohAEts5nZilLqT2MIyerxjkIA1XPTLY6nCi1Fik0iDaom9VK39JeGdm5kQ1q38YXvLc1qIK2C2Uy9JYa2gbHrPmwyy+Dh215r4Buh33qlNuDY7+SYcIg70GX4Cx4NWQVcIVjS0aUYgsETQxsDCtQhJBEwOT01cQWhZbWYAgk5JgJSMLiawSvBBBGJKDJ+elaJIKIupHVK7rlSeifhqSOlf1WMMUCQkTguoqVml8ebF5r0kZF4IopDA0KW2xsGzqrC8DWyP6BEwByqIRUbQGPV0tzKiHNxpTM/SEHt1iubnJ3IzYUIIoAQp2i0NQWzr9z79ZzH1h7MYOYf9csZrPq5qmhRD8q5xAvnxznlvEZqyHrf8n7jtps8tzNrEwieWHTjtz/JCrAEji7HOUcoPrkI7qOibRJN1tYryX4OzqrVuuztDb32/v/dCzdgamtwn6dUZIjK52UrsRSfuuI3hKVhdTQQfz2Y/8yOftYa4kvoilhe+9ed1NW7Zzv0Cp71U2gft7O+3R+w/bxOKcXYPpPTo6Zk/ff7/dnJy057FAsTqHoG9TFCDQU12UcJqV9Gti+7eJOm+H4dU9BTogt4pQaHZ22XWqxVtJT1mSYy1UxJdvcM3y8rJUQYjLz8gRa+ecaMjwnWXfWi5CTEBuUHHyV+DykwTJkkIrRFhBnnsJEjC8fAApOlNLN3qS/aO2Kx0VXX1CJ5Q4Pc0yLtXcjgmyQUt19NJw0s9EqijWt72X1kHHksZQI46NDNGpYMYQ17cWOei0lwXaK9xRp1WnlE5rPzpJQxxO84s09irTPLzSgV7W4S90ot2GMQMb30XZDy4Pjb9G5dFH1MGgItu6Q344jcskEhKIGZW5M88bZleLnkHqYBiGX+bHlEZbYstsk0mfeDlUsRD+4HsEQH6+ZtlonuMEbgfWH8bQ4e3mqmAdsNCooIFxG6ZaahHu1A+5fkbSYOmfyU6i+qXaQYNAUHj55aJn8Hbv751RA4lDYWLgbaC3AXSUmjyrLVHd5MQQxLwVkhGmqD5hDH8sccwbA6je2yg8yrkKXFnQrK964uMphKcIriLBOamDQRutNY2pbjE/Ho0/GP9k1nF7R0xSIOFVqBjLTS7w0Tb5KmPzJmZFO7u5+RRzZKJJ0uOKHQiZehznzOyavX7xhttTf+z0MXgApKnn32Z32LiZ9STCDG4Y459/IyIkIBErBNIlDiwzyO7u9Py8vcStmxPMC88ilX2/7O6KMyZBF0zuAHPNIEKVbngPCTnKUav4VvB+7OMftw99+MNowaXs2y9fQGI7F9ISEpJXaNXtFoKVdvJ6kFvapHd7fXoGVY0N3k8yXw1iV3jG3nz7Kre7QX9aAj8nMw9T4atyZKozbZRrl3yYC7rSCHDGJ2b98Bp3UPh0JguwKrpgdGhtBWsaks6r0PlUQ64HBvUhStRJ8pxCCkPzgLKvEXhhkigmC3u3+QKGV1oHO3AQYiT0oXgLUhTK5zZ5JVWjBZp7B12XsrVnAPE8+rzcf9fUe8hSqD6QnhULDAwM7xoM79z8HAiSdU/utkrK0st2BMyd26PFVl8rB7Dk8jthFr5BPvqwGM5lPropJKfLXBtTr76uiNbHLeY9uhiimH1dqaXIzNmUDh8iiZV0e6i7w+shYkz9cBoXTsjsmG7P80rxrzFbB6onnZRdwuzMLDq8A+juDiPhbUY33FUVyEcXSmhwlE6X32+DXwOmOqPKrP4oHtiDItQcXa5mvI6SVf0sHAGqGUeqGnSK0lZAQ25A7ltRLLGI6lPkFrqG9LHcq6mU5JySQ3OySHjxVNk/CRD7GQQhwf8aM1VB6kJQNl/lUN5VBiU8pSFLx+bTIejCFIUhCUD5qDLvCakzce4pC5ALrjclSUyWGJiQnvFPw2Ex05AabjVGbjL+agz1szYKBL+YyzQSSV2ZO7eEBSUumhhEd9cPBzOYAl6FgwgOmc3NrNuFqxPY49+009y4epDDaVPz03bhxjU7dKDfnnzkPmekNTfEnZjv9VWku0icnaWFxPPXrtlLqDO0s2P43Gc+Yw898aQ1wZT3s3s6hLpcL/NBGwXRTZ1hkXKmgDh++WWdYhW+pYVd56ff/3579NHH7OLVSXv17Ru2wMUS7Vh0EJ4k57uSEDaM7vEDp8dQz1uxF9++APPebY+fPcuObpu9cf4KduQXUOdg7uEAYBFUOehVxy3k29Im1YYmG4XhbYaHmEEVZHkJ9U9YL9HkPyRZrTD3EvKsrnJJBWoNnklORkGjRRJ/tTkh+uMevfgvh4rClwgsegYQ0Vv8WZj2bgsJGF51yKiiwxJEnUESNXWeXSS9Ldym1nHoPus6/YS1HjjNIaIR/yEehk/e5pRkux3AJIiEc4sTt2wVaw27MNBukPpuq5mQXnWiiLmUybFRtt976PDFBp2GF5P8N6j7adREZtfXWJnrq9BHkdPzK85W3VeSWB1u60FXSRdD9CLdlapBvotgZepMtn3XaONutmFGerpdlSFSe9BteZLqyuxYpGIRfJ35GGF4Md22gFmySXS8B9DfHWCQ1Ek/rWDVDbW61mG2Jl0srnLy4auokkCI6RfDu4PtwmCEFoXAsMu3u80IXIULUlaRoChovZiC9BVhqQioKKF7EFEjQTUm24MC3Bko96A+qkdZfYpaK6+qnKoCrpWi3HS5Wea+OWRCUC6GpLeaEuUgkokGsMDfMNQ1SWsz12kbXGPkOuO1mCDZfpWT+oBMf+0ih9hi92wWhlcHyYb4yZqDVNMqmk40wvLb2UJtbWHbrlyfs5vTc3by4KidPnIQNbsle/nSBcykd2B795gdGBv0g8uiSfOVkqsA68s70BOEScgyiXDspXNv2ySH3Z+A0X3y/c/YoUMH/QD0MPNtL3OO5hrRqZ8KLlxx5/QTqMNhW2Qyy9mRW+gpX59fssfA+cOf/2HbbW6z7758yS5dnXLpqepI9OQ74dIBOs05Tz143EaGOuz1y+ftxvSEHR4bsftPnqBcWxyGu+4my9Ir0CYJLOkkmS3mPC9kZGyWY3iI8z/tqEMy96Zpk6npRRYBmF7jn1tYoi2ljqJybqCeso5k3qXwCog51avgXQebeTCsnhhEca+KXlj85NDiWO6umBLNo9qgg8FgiAFxW72sSpo5PNSsg23o++6gBLSDcWe1tBjeFg62HaBDdKLasAJTszw747o5tTJnt7sqxeiqbLJA4VsqbKt08vGpg+2HU/4rSFZnZXIMVQZd2BFQVEPuJBQ+DZltWErowzzKMAy8rCuoE+SXSHBiPmXbV8ysVr2eBrUH6fg6PDDrSBNm8+z/lqoeDcKrDEZLS4vckd7P4Njro5QWVBrKtljV76DCEEkePCM+ftHjzC4LXbyxDzWf8iJ1o4qrxyWkTwiqMod6MdSQPidJzksO7cVjcsDqfKkjF09aW/psqqyv1oI4C1Jr4kamq78oATUJeBKCSlOuBFUnEsq8hDXhiPDoGXM14aopUSzTyBswadFbzrOKLISF/ub8LjgY+JQ4i0BCC51xWFvbdGapld1IqSRuIE1NwzRtsj0utbQ0W2S6Wa23uz1gorIockjLf/Fxl/F3c8Wc2R2fnbchxm9d0NDZ0Yyu65RdGp+19z3xoN135oirp/lgHRDrpOqg2prr7iJAQ7opu/yyyvDKO+9w/mfEvvgTX7TH7rvPeuHne8ToJghiIrpyyOZFh6NXqJYZpNg6UL2ByBS+0h7BRNmnkBqfQTp74cacvfjmFSwkrLrQKnMCMELqT+YbmF3NN2PDA3b21Jh19aSg8RzM+bydPnrYHjh51G5MTtjVm7dscWETXWbahjSx5sjBGL1otmJD05AdIqqXXV4sWzEP35ycQcq75ZJzzZ8qtjaQ5dfupyTiWrgg3IlQ+TM714pXYw7VmqCMU73l1F2mH+WGlkFz50ZHBUx4OsPrg3akExkrhlYNUuCWhFdK7Tqs5Z8u1hxSrR1ugSHNByRGSoyxOufY2KgfQlrmxOUMpy3VCH59nr6Wu8iJWjG22voQsyv9VrdHu09loDpddUEHxPzCDq9HSTtzO3zF5JBMq0epIwyyshSz2wHjWmxpv8HAKUZXP106MtCBZJfVqFQ6JGBQn9FlF7NIE+bRCdNgo/oqtxhIA7uMHd406g+jw4GFBn1+wqd/LnHAL/NlWVz0QcJEh18lrIEldKqOamskm1pIct8ivPv5bBQFZfGUBaig1FXiqBK8KAGNwlM0gxoifNysIV1ukqBkjSxf9bjCFNUnjBWlssSVQcXQlvFWhK8ioDIZRdE14CqapGhElFnuU+M3rBgMb1xEERv9GCMlnJIQQiph2hJ39QHUGVI7TbaMYGKRA8NDgx2YgmRXj9NODNuVOWUJP7ABszs5tWJXJ2acJ3iAQ2ljmPF6+/pNu3hrwo4fHbGH7z8O/k4kk4iU5UQi6XXhxep8YHdX+qni3Mex1vOtV16zGdTcPvDMM/ajP/qjdhCTZBqWNf7HSueo8v8oXoe20vAmfrnRGrfHwdx3wIuMcr7kABaHZBP+kQcftJ/+qZ+yvoEh++5rl+zlczd97pMUlWorcAqK5qMHTx+1Z5683y7evGbvXLviUtyTmEs7dvAATO+Unb90wyTl3eRAoHZPS0l5VS7xSe2dEN3MvMqtbn3QODu/YPNzq+jsquD8dz1e5kCnT5dQbPmiRYRGLEBANv2BCvBVkJSAS8xnQZmEIXKFIVHMHfmMyC33LEG8ujENrs+IOhMnE69NvgbZ2tUJSjl1P5oTj/4GDEha+yQEyTwVp92wYad7s2nAuVm7il6ObLEKr2i8W1wg2TUkmWz5cyuKLlMIrhTc+xKonrTqnWNwmobZXeWEqpyaplYXLGi4u4EPf4S2EQNfTF9XH/8SA9UkA+MsNhX1cY5gNmwEqX0bg6gYbuGTHvEkq+glFjx6zzKnRagM+9XCda5pvHLZ+8MBFkddbFnBxzJ48uOPttx2UIPxvHStkPc1bTHp1LFUGuhm/LzTgVP0+Meu7ZxiTpW6J64KxFWA7gmpVSBtFKmJeDKBGU8VlIWgdSTNZNYIHBlktXogIvhfKwLS1YugdEWUjo3IjkHFvFFs9CwRFYFU9UzGlxxaCWKlDFJnfTnpakAtpqlRzq0lwd9IkhsYBs0d8iRh3EJQoYNQLYz1uuRHup86IIYowhZQS1vloqjDB7kIAgGGmOOko28F9CobioHJfVuY27AL1yc97QnMj40O9GJ6ctnevHrDx+oPPH7Wz2ZIAOaDOmk1MutdesSyzCDrDjoUJgZczO6bFy/a/TCkP47d3MOHDiWq14kmkaFf3Kl2FaY5SOc/pMXRz+6lTIUO8dOOrObz7oEB+8QPftbe8/STNsVBu2++dN7GJxd8/mhFuFLMbSKg0e1ojz102k6cGIOp5xa4Sxdh6HvtoZOnrQ38NyYm7SZWKlyfF3UP0VJ0NoJgMcQtiJ5T6PLq4HY3dDZDw/TMAncYIHkGQKbTxG9pnvbLmhAsbaDzLF4tx/EquCbyVLZwCpkljOom/st9U8wd4uJElvI3gNyQ4SUXMQ5qpVg9UIGuW6kPSBJeOY8GDnYX5gN9S+IUqq0UpR+hY3UhDZUt3nkkvOqELEE87R3/hwLr41BnC0yOdWFblu171cs+OH0o66gwzMBsyn7thvR163RqQzGt0juWrVzZzNV7kvODZ7o5Dem8bm+TNHeMj7FPOst8eOoj2/SDBW5Ikz7xBsy4aNaXVs4FfQtGGf2xZVbzbdh+PIj6i/qKmFnvWHSxTVQ31Kf0kSs/fcKytKLdhcBiiBZhHhxk6U2jUYBRNMBSjpRYfHm6HbhCsBjid6c3px5yXva0vMk5JYeWI8RT1Za0HOrbEL+3Bdlb7PnVlZdb3ms+dPJ7QqKEoOS0exFaIvMSUcmU7O7qrITGxKxgCiQ+/imY3ViYyujAWiumtzRObsDwSrK6BuO2Knu2DKuSyLZJ3cFtmocIkjON0PttYEvzmzY+NW8zC8s2NtBnp46M2Pr2ur12+Srz1rqdPT5q9x0fceGHDsd5YkgU66ArdFex15tGrcJVGZjbLiP8+PpLL7p5009/6lP2uc99ztrb231OSZpzVWVJ1aYwCVw6sOYwBKM/xJmQHoQ6XicISXRB0hJ1M3ripP0wEuRTZ+6z17Gy8J1XLsB0r2PNofgBNs1vuhJ5sL/HPvncU+gI79hLF962hbUFv3749BEuxoBfeJvrkBdgpDc4xIZWXlEX0a/batthenWRaBcH4Ef6B2wam7yTk4vUFybJZCgLgY8WLpLUr66j0oiJMje+kdNk8G0uUAwDobewngpDihK4HxEROdFzP/IM8wgYXsl3QxeI46GEEPEx+ii0zaxadB5EHjqXqnUThld6nuoUkgJLoj7U12dDdA5dGzuFTo90e5MOREX53SlPlRXyXV93kI9OZrq6GBTqkaxWUzYxm26/lg9QVwRvavWtf9R1LY7iePtpcOmFYZVKRg8qDMUO22kwlXqCpMpitP1wGlstvUgCXLpNBelAmg6wyQavLrvQ4kD0VUKjH1ykKLMcUJibW2CQabORsWFf4YqRVbeSnviWFlHk4xJjFQInv/IS3A790ZX3vR8q1mtJb94PFVLKhShLgVQUVxWeRODEwOJ5F4DnBuS+JaApACgISEhULKjGtJlkGU+xDIqHNyxpHYigzhd6xamsLKY+EoI88nDkvZahIwYd85ZJlBcdSxjz5gH595kfln3PS5j3moXL+ioA8TElm6K0L4sv68tJUSQ4BybvpWiSohF5CDKvQQKfCVK7aDRozAtchEpzrHbHpEbQjJhTQps01hDSbLNrjJxeWMSQaJqbLXuwT4sqG66SPuyiBDHObNlfu7Vol5FkHh0dtOMHh2G0du3azJSduzpuJ48O2/seO4VAhB3KSIChnCF0C73d1QV0idcY56G9A8sLV8Zv2Z8+/4Ld5EbWj37s4/b5H/5hdofBWWo+EW5+UqyUi+pAeeoAWi+MK0JTD5dgZhmBzAQmMCVAmkPIkmLO+dzP/Lx9igNsK1zZ++VvvmHnL09A706w4xkhdOzBH9W1BDDK8eSxQ/bM0w9y+G3b/uLF72F6Eyb/6DE7PDJqy+Rx5ea4zUyv2vYqpsqcqBiimNepJ6+OLqS4LTtu0u3Q0LDjmETKK9NxkbynhfxlmUKH1XV4TXrF0ccknkU6vTrQp7bQbMyr2Biccol+HrC/f6Ksk577S0lObqwj6EDaT6buAsY0bHUeYjLEsCJgc8bP42kAOFivZFWxS3bpYlpNyqJDf1+XjY2O8P6m3Rwfd4ZYAkV9XJUwRiJkXx10ObtPsTqxGzwAcygpqHSM9sOp5sXsLiHZlORUerFe3/ps+V+LU4/XkkSH7WSBYYABxnWVPDwXo9pFd67Pw2QvIAHQu2wMD3RgGJuVpZzwCWYJZneBAVXMsTZcKqYPnKpNdbNJrHdMT036Rz6KDV6tyrdQyKcKvB+mWcLKL7MtfMfkIYmG/JSIQUx9VVt33p8oo/TZUhJbVE6NYO8Y519eOWoKgAoCymHIi89Nv7i8dv2/+j/8Tzdfe+PtAxhr36SuXUGEet9hN0CbqLreaRcTOrt6Eo6fsOYm/M3uR2JBGl/8+NPbzfF4+3kaLVzUjJpEaDeFaWJmBg9haPODBw/uHj58mIE92DHS1K48VYAgnTqFxpJw2084fWjhCV7tXkCHosnD8fJXifUncISHbw4peNL6fwWIRtITEKRKIWVJ9fb0pDo6Oty4u8LDUUMwPlAEmIgQAlz0zMCBUekUTRWINPowAfxn/PE0FAsAwTSlpK/e39czhnSnJyS77CO3VcuCZwESEiYEZeFvsy+ZtuTQhpBaA2ravSFZq69HTvbwNe753KTeJEe0epb61Rrj9zrSTElJ1aUkEdxG2qjx8gZjrjVv2ZFD/cCLOuENcTiihD9h9A63s13jsNctmLFu5pNDHFLr7+u0S4zlr1y4bscODdrDHFLrxVRlmn6rcV56tXIuXYbZlToDI4d/n2I+v/v66/bCm2+avvVf+Pmftw996EOM7cwrfHf5TmVOU74l4hc4+6H5J59yVYdUAZQePh+LEVxnj5RZ85bzMaTVVby6HOtTn/yUvf3SS/blr3zZ/vRbb1hfT6c9ePKAq4OoVgpdoBvdAWlPP3oWtYMl+94r5+3NyxfsybMP2qnDh2Cat1BtmEJy3oqaXpv1IqJt6/XvOd6EAWoy0fcvtYbm1m12O5utB7XBNubCeQ7TTU4tcoCPew/gzjRvy2KRzshsIGTa5ubb1o5Y6fFqMFGIbNmrrgozLCzRnoQkV96eZFUZ0kKCnOGNJw5Awgp1JsQnDSpdTEVQsYJ3HRPAtrhoIDjQxqoG+HY+iBE+CNdJmZyG8ZW0rrATx/O8XX6VEpJ9xpFEU7qtXZEFgn0iSqvLBTGSfgUvta/OG1Z/1SSQXO0nZlcXYohx7WHw0woxyenj0BXAsgIhXVxdjdyPTm0/DL+2USInmHlgloEJVtNRTGVPpymkYWZ2DrNkDJzQNgLD24wUfcP3gFg8MVi6nhqt0speDz1PhXHmt1n6wxrVNJpGmh5CXM5VAlMOR2J8PYiDtPVgiJNUFk8ZgNmFlYk/+vLXnuREIJom1DH9Qj0mShY9FZDxhwT4eyww5nWGLqIzHu5hBOSH+Tt5q4kzLgEuihNYnM4ovJ4njIPnricTyY6eHiYuFSY/Ex+ST5jH0709ncNoRImYdOGBf3U8mvIJl1/pRGdYhkxahTHJbaMu1PaFH/70S3/3v/ylx5CI9Ss815HEU+WG7u9bjICYN5+GElGA5sXmvebjSn5PSJQQlJw2TkEViYohI7wos1s1+twE6+ysIW1MuX1dzyfo/yJFO3erqwHDexD75jpak0Z3Vyf7l7GLv7CyhMnQZldn8O8L1EWmBaFzxJrtdehtenrdrk/M8T1v26lDYzbU22XTjOHv3Bg3Rmx7+uETmOsacIasBf3ZoFOj/qZDaqgxrMoqA37dcCaBxYvnztk3X3nFL7j6iZ/4CfvYxz7m18uL4Y07lV5ngFZg4teZm2QLfo0dvoCpy7abxgCVaZ0FwQqeHYRHc5wvkeNb85+r5CEwWeLmtIefeNx+7Cd/ys6de8deeOM61wgP2ehQn/XAqGoXUQekhTPr+LihTeoig33d9iRM7xxqHW9cOm89XDv86Omz2CE+agtLKywKZq0NodnpVm6tlaRdd3LlYRNelU1ymhYOrzVDavN2kx0YHLRr48tYfpjhWuMj8FDMgHBoWsRDEuopaWjA/Cu32gqlaFQb6tCamN6VleXUxsbWLnd97I9TIfbFJWeUHFqaoJDhzW9gEtH3tDLU6kj6lNoa91Wb5gMqlwHbG22djoCIx1chuykkie0cjMK8iASk09hadYaSFUrUSUuTs3+x6kDq2DLR1dvWjoHr9sAY9X6QEH5NK6zWFtdXuaiBzSZ9sarXGvOP6lcflyTU0kGW/rGLkhJw+q1oMLCywiCLDB3UwyAH03R1YyTdFs4lBplFDhdIp9f7gr6wGpwkZtjK5RrFOczmcHDiAKov6IGxcnIJtzqvM7xIeJWv+lfwRQskUN7X4MV4FGwXqb5CgEpJUoqqXUKihKCq0d5JCai/FHfZp4/17bZ94FQ7kwzU0cwB6xfNX7q5Gb+aX08VgD+SmniYXsP4aN6S6DLSrBZ81EfldzR4fHwIUPE36xyeSH/y13H7C2NSCKZXZa53l/rHaBN85BQf0eThxDkqUkZ4oxEweieJpLjN9Hlh9QTBwj5IKwSeLyb0onhVmyMOH44rCovoAdzhwnDfoaQvK9rriqe2bWeWt+1f//Yf9P/ST//wjeNHOGWU4yJk2cDCkGxcsi9MkZAwISgZRaNDb1vGJQpyx9CU2l7bWE+x44r8SDqnwUwRkadvS3q6UifoQJiASi3r1xQS3y27juCps5ObvQa7fWdN50S845cqtnr/VpPNz2zYxWvTzE9pOzQyyE1j/QhJNu175y/DVC7bBx8/bce4ZELkpJnP2iBIQ7d2e3VAbXkOlhg94jYEKBqyr2Kb/0vf/rbdgDH89Kc/Zb/2a79mR48e9bFB47ucVBbEeK4zL82z67lCGVq060p0N4IPST3jTnyJmPElGMJp8mpv5cukPgIhXRbS5xVoaOvrt6eee85+/pd+3n7jn/yGff35czZC3XzyAw+6zuy2HxQPaFFq+fTT97yI5PjowRH7yAces3//n77GYb2Lfujs2MhBe+zsGUysXbCrN25ZP7bqm1u6OSyHoIY1QDQu4AscuFTcVvilrY5tV/c4jKDw1tSE3Zqe5QzUKOXk8qVW7Vox//ETsyud7J5tn0ObYQABAABJREFU5vUWEOD01yX8VMISixrUWtCRCFRWHGAv/gRZ7wHmZMTJobVl7wwveiFUvbaHxS7hDf57A6tGZV/XO1nYIZ0xgzFKsWJanb1lGxNd6KJg5mSr21IHDtqB0FLDvMxPSXeGlZd/BbXR2NhU9FpNVCpDByoMfVy+0Aezq+3/PXfUq+pWKgy63nGBQUG3kulDjD72WmiIGAkxqj0u2ZU6giwqJGOTFQgp8i/wE7MrqfYAV0KKUY4YZMGswBBL1UFqFj5YFEOYnE1OqJNCOXUDn3YFxkYxX4dJFlWI6zvRBZ3hVV9RX6QsUZ3oNpoWyqOnFl/spZNMA776rFdpijrVdrM3bSbjkl9KycgMimRPFWmrAE3Oaz9CxcyyXGXQ7OYqzbcntm0ShsurOZt9MMWGfcovHcHvG//AKFJR+qlN5FELqcuEr5n+GLYZsRoWfMTxOMHLRX3Qv0ilFwJcgEcBgd97AJFBHsHTccTgo4TqS2Fw9hkS7Wt4hZJYTHqEX00X5R3kHzCmjlNAAETx4PeWjt4V56yyI8mkUAY+rooaMeEIZDLMuLYwWaPCEKd2//z15dRaS+uGH94Mkhf96xkXjU2KCFNUnzCGLJY45o0BuLdEFPGlY/Nx6b0wRWFIAlASqjyw2vFkkcf7RzbUfQno8yDyXrMJ5PO+C8cIM+ifh79H4ZRE2/wbvqXNLivzmuzC7nDt7QrChWswmSdPDHD7WTdMp7b2k+oxlr0+gXQzFhk27cY45rKWl5nTB9zerlQWXrt4zc2bncYE2UOnDzM26wpcVPH8Tlxwiy8QszsfHFITo9gKTTc40/Nn3/mOvXXpsj325JP2cz/7s3b69Gkf24OPgjkAYFkmWkY9Y5XyyOqEBhTtOnZC+BQ7gtr7y9ZOQLeYaZ0B0TylxWvmO4wVy71w45vgPgiT/cM/+/P2wouoNvzRH0HXW3b88DAH78acOd8k33zxk+fJH83fB8aG7NMffdq+9Offs++99aYNvrcHCXGXnUS9QfrJ5y5docyn2fHuhXdCVUPcenx24lX4WmBopaKgg289nJkRDtSkbYKLKMYw29mC0V5JeDsYGHR4bo3Da7bd4dJh7xROlEZhBEpq2lA/Nb/YNb87/ppT5yXMRZb7lge6R6+hhFfY1cv1wxtS4lITGlenGJu0xZ3pRShS0/F201xze/WcraQXbAemaXu2nxtc1jDj1Yxh614OKK3YGsaZt8+czkxie1SOqtBqUpRtvkFt+UO3OtTeu6BS9fHrQNocKgwrvEhCFjF2tdKg9FIxkTUFHbgranKMDCQBmOeDX2B7TFJeHWgbxF6hLqCQE5VidpeA0QE1ffhyERPiL7X88b6V4krhWRjeLb+Rr40P3LkC6NBApcMBWtmL2dXq1lkI/rCH5wOmBj43rg3cLibw3BHP7W2SsyFAdm65FuqS04TfQXLk3RqaXCgxvGI+l9H5+95VDiZyqjo2FNyewoqAuIveo2cUF73Hn/gzrxTZpSAhvL52jwthKLY7PSJuIgxyuIyfhMFIEUyoHs4fxxfOsVlcRAT/AxwOTFAYpnzE8GrXJIxCsJCyMwea7cSQREKavDinnb+Ic0r5k9yMUeweP/cg8wpQVgBSY7kbg7kolqIRxchNSIB6DdqokpKy+RX0Qo2Z6jsa/3VYTXrvrsfKpew7CClWGePnlxeRkK7YoYMnmZvbsZAzqxSJGSvU13tsNaytpGF257GTu8AhdF0uMeLb+pduTbru7unjw/aeh0/6AbQtGDFIYZwOFnOrSzDfLJh1SE3fney9zyP4+s5rr9lfvvIqKo+j9ld+8iftR37kR1zfWMToOxCjq53EJR3aprRaVGt+6oLZ7UVVYhcBTBv49A1FLuOVh5/i4vERXPypnUaYGjtw9Ij91V/5ZVti1/Evv/VN+9LXX7euT7VifWLUD7KJdRYPFK8uZSPGU2YzH77vuJsSe+X1K1ibeNmee/IpO4KpzU3KcZnzS5eu30Iyzd0ER7qZ02J41Lz8VGdqyhaEDFxtwOqXXVZMoElP+uKNKetBt3iQy0G0Lu8kbGZ+mTbFbKfkhz5ECGfQB8CjyteUGWer48Wuzg+ixrgsoqyvMZhrweJcg68b1dU1WqtF9aPTu93TkEp1PumKOAx8RQq9oN0FRO+pJduksbTlsL0+YysdS9aDLks/K5ebME2T3LZ2GuYuxWUHGVFGLZQ2II0+KukT92ISS1YY2um00eDRAPQVoFDFBgylbsdVPavKa+0I+mD01ch8mFQYZHqslL1gbRHJvq8On6kexOgOYGO4LRpAQSedKTG6S0h/txh06mXGQekuPARk0/QHXVYyitpLK/R66cNPVMy4pL3NLLAk0fW8KaP0r5qREKQ3WGBNT9lyF1ccc51lcxM7CpIE01lZ3MNDlBvqQmJqrvEofYXPxIYNAhOjktAWAOYG5L4lIMgByHnJAG+sBwYeXTcQEC1xTiCt+ek2rhJnWOAoozeTUuun5vLJIHyPwqMnwRkYwcZ/DkOf9YugedE2vvoxLahkwWiNV3J+TydY+YNowjSuB3EK8mAAPZx3OYVFebrf89AoF0iGFBfR736A4u9BfDYP4VaYoOLPwJ/NT3lFvyhNHK+j4I/KBovgr8HfIC8FyJ754X6pIhG2u9OktaADZv7wmheSiWqAp2rUJRKUiILSWGzMW6wIySAJoQlBSTjLgpUFyMdadYJ8BAXveRglwIQB20Y+k5Vw+pxMyjVU0yTik3BKqgyMmDY9P81vlu36HnRCkTRyQEpnagIzoXSwmPORk6AUH+YGi90bNxbYWl/EZFarHYdBbWeOucCtYu+M30S62WuP3X/EDqD3ugxT7Rsl8Aa7pNW1wXj8+mGNzBK+yPLOC2+9ZV/5znd9t/BXOaT2UzC8A5gwlURXDKQsFMm2+wZ+uU4Y0h7m6V74Cu2+amhf42NY5xdABGxKrAjxHhUPLvBrLpLQRfzIhz/2cbvOfQE3xm/Yt16+iNpHl58vGaW+RFc0ZsSRaKjSbqTUPN//1IMuFHr+xfP2xsVL9uipM3b0gA7Ape3m1LRdvd6KNQZ2ULmV1tUQcqvdxzLp6rZ3NaOSsmOD6F8PoSf8xuUpO3F4jfm5B+FPyu0Jb1OvG8zL2+g8RZJKofP6h+9lvMjDHqe6jD+vs5WBLhIdIGkIqiI51BscMLyaQdypx+unF8LUd/k1o9IQbDG7LMOMjyg1fct2lzGh0d7LR0QX3EEXU7biYEi62bLuT9E4dKpxVjorMMc9nd2+FRDks79/vXSUsZ2OrkNcWjV28AHX3jv2l/783FQere4lJRKTK8luFyomxUyOSUi0zJbTPIPTKqZrWpGeikHuc+sNobQAnOu0lw7QCVZSXncNqCTpm+2Ce4VTvQtsa7UxKB/AJFmL9m/V98hD5fFTyPQ7V11gKyfl8boTHnUGBpjZt9+y6xcv2M6FQWtav98Of+QpVloM8E6oDk0KWbIrGpEMXjS0UXiKZnAbIpaX2WtgwFRTIz9xBrMfRvc5Buk+bmiKGF7Fq/x6xl1BnQAQNCuToGwVhokiOE1eipc0KWi8XK7OCRHHF3RNH9AFK3A/YS4PzvHF/cIZZsJGQQADkyCvurMK6fkqBo8ms3zalNynDeESWPSTh7cQbRDuYQoP8gh8YX5ARGmjeE3US+S7TIT8ThdPDcLzvP2r9LIzwpLZ+EI4aJNYLjEvaWpzxXEUj6ktp31PVVMBEhIlBJUrS9EkRSOKYSyewNURdIhSS/swub5XBHtc1Y5QiX8dzG8yR8axSGzmztgsV7g/8ehJpIXYO08vkSpKWZi/+t0maWemN9iWn/Nv5dRhLgdinpiYmUeyO8lCNW0feOIhLDX0uVQ5IkR8wiaH5LawDNHRxpfFmUypOsDR2ttXrtpXv/c9m+Ba3o985Dn7q7/6q3aWa35l/nINIYxuEtVT0lQJX3qYmyTR1XytOU4Hxjj1aet8O4swoW72LEN+8frKgCR5NBCAc5P6evYTn7IJ1BD+8T/+x1hteNPNqn7qmYecfik2+Iccx0GQdkd3draw8NBtTz16xhnRN14/z3TUbE9zicbR0TFbQdA3OTdvHVdbscRw0HoGYdwlBY/hEhlieNswUbaOVLwLk3H97Hwy3XF517IN9bBQYY5rZwGgtpPain7tu1oERIjkCX7gi6OPAEo/q0+Rhy+LIOvLA7lDXqOFAtUVDLLZ6pKEl9pjZBYDoi1zPDQ+PXvmFifSJq0J5mkXWx1oFbkunjrHNorVPUyZfWhAaJUzycG1dVaffcBIUrPfLtgyZCCAydNH1MfH1MqHdDtdpp96J62WEtqEXiVJru4a70dCKwlvFmcuPjGuuj9dh9PW4QKkyiGprlbOEYMsRkC6xDKLplU2zQ4+/mW/qFyk1b5Bqw4CLKLessbWVjeDxAEU9CXFFScSfaPOddG/0gvcOPPOBQ5A9FvPwYOsjGFmkUwvXrpgHXzsLeO9SB7RcTpFHANlE6dhgwv/itVCtQSXgq//k64YQwFgbkDuWwLNZQGCNNisZE7ZYW7RvlvQlfStLkvaTuuI4Y3XbNyfkGswQTgQ6CIaoqcS0N8kldBnmKILNEmPjfG8idPFOpXcJL+e/BxO2lSCFU79Cf4HWXs+jtLzkvRF34eyE68trlJDlhheiZW1HaifxrUd3Yokhlg/dGldL0ZpYwOV8PhoQT7yx53Tkx8YB8Dv9PBcJvUCsB38hnlXsujHaQiDlTDVvmj3Iim/neySAPBEJxyVuxh0zFt5ekHGEsa8+ThKROXiyE+Y8J6MKzk0IXlBUDZl1lcAVEVANH4VJKkafTZB1hdgZTTWQEmHlezJLX0EnUUrIzr34uqKf0/dXGKwgaRwfY0LjBhHdxA8nTxxEF3SFlucC27tDHtYhNifym+Hm9TmZzaxq3uLz6zJ7e32cpB5iYNaLyK9bGrftY++534OrvX49+RCEfVTOu06piXX4KdTu60cjENl0IUVO3Zpctz+8Jt/aa9duGjPfeQj9k85JHb/Aw/4+RFZJlqDgRWjK6tAvZgX0JymnVc/IwBN2mVclIoD9EjlQbuUPk8Ql19HXpAq/+gmtbGTJ+0zX/hxu3L5sv3n//yf7Y++9hq6tJ327FPo4HLGR2NOfl7+jdIc6wiIdJDvQ+97iEXHGpYrrjJmNtkTD97PJRzH7Y0LF+zazSlUEjrsRNugdfZqIANbHCH+VtflRfK83Iw0t8OGUW2YRoWhv2fJjqMmoUtFNCdvId3d5ODa9jYXUqjtcVoUaK4OJLwaQcq48hAlEGQTZ30lwO+wKFqTutfASo2p/tS0waDLU5MFf8TsRjdtpeh0GFJFHLjKqgW9GrWcSq4KB14rn+5ODoJxCEompqSzuUGnSLHyEYwj3+NKyDQExdKHoyt1xRh2s3piXbTHuYfoRUSGkMZk6e1CedrY4uijPLpCMVJHyM9BWesgQ6SLK/NnMr02hBqD6iNiZrWlJCZ3ATMuq7SX2ij8jvJR1vyuLbg0C6EZVvhr9IV+tmzGUPqXBEAXSfhKSHO7MobbWL5+1a7+yZ/a+tv9duzZZ2yble82kgqOKTMytMGcCGbCVvjtbK7vymTZ7kbaT16VJ7L2Rqk9ZURV/RgiTI180gUSCdOXEv+Vy9ORKAGeaEz39Hz6zsTCyMpMTwuHNJpdDYpwMbkaGsTg8nQWj0RKH32qMW8OCZ5fTkj2k1O+kVO3CoyAhfFifnGaaEWrGF5nfLXLyU+2S9N0tR2kXTv4WS8GDLLS8XN6gqQZGgOE/jdTZ3pb5TcP7CqVzNeVEyc8+gktF3Rn/PKIyWZiL9mnlbYmV3PCynKrCn1VwFH+CYkSgiLoqp6NwlNVpuWB6Qv+mdJLNFFnqNQZEBdqwBTK1KOYpQ3s3k6il7q+xViLOsPQMDqk8Mt+nin+YShbvYNtd5PzFZgfu3ZznosPtuwwprrGBvttmVs3X7l8he931x6575Cd4aCaeqoOrymteARJdnWtLiZyfeEqKad+V8Yn7I+/8U17AZu7Dz38MPqyv8IhtTM2x3wzzYUQmntkCrMLZlxzUxcqDK0+CARzlw5L6+C0hDEpVsSawxrvKDxz3vH777Of+Wt/zeYWF+2rf/6n9qVvvMqudKs99sBhDpMxvyhj/cmrP/E7MpgwjHrGs0iFv/rN1+2dm1eZ43q5nOOQnTxyxC5ev2EXr97kVtFWO9jMLXfdWTxUgTst6Nu7UNvAwoR2nw9hsvPc9ZtIiBftBOp7EnBJb1hnWFbXuO54J5D4QnogDCA96oDqDiHGAG/O3+IxOWDJL0HiulAkI97XUGd41ZLejmJKqVj5NRlIh1ddTMyuOrBqEwUf21laQLKGgWsaRj1Adaw0Yni3kKL0ATsCY9WCKOXa1au2iFSPg0UhLI89dlGjSILZB1Muqa4kmy6/Ut5e2L0lQrqoPqHmZSPagtpSvWV/eWCJr+rcWv0OinlncNAhF5AETmWSPyzbBh+G2/dlu0hO9nUHWHq3qx0VAOwW7anLJmSxQbeo6cOP0AikUU7mYSRlvnLlCn1hkSseD9jQ0KCvhGVgP6iTQFeTJSz9i4MW169x5/kNBkSMcbf22C6MsnMB0Kh63Ybp3WGQd05Ffba5mZkgpDiqk+TXyoqVhyNIlBiYjK8K0GQEjQ4tTpC+c3prpvqqzlmoqfuo+iPmVoxtaxcMbic/nm6TUtJbcXMhsCflT0SdB0fzWhgY4c2nq1h4Plz83dOECXWoXE70ZnDJE+aP4Q/XPZCZaDHB22u86ofKszPEMMdarGlY1E9Jo0pEyGYLlCpSX1C4RsConBE8QZ4uUyXCEyJyFiejRaFMBL03rjLUMaiYt3KK8hLlvSbhqQCkqnrJ4sv6MvkmBGXiEj0luIuqcOUC576RsQI07DHuqWsEEr0ASmo50uncElOoea65zcfaaxwuk87ocVQSdI37Dh1Y/anAEcSdCdyEhs7prQWb5VKFURjdA0gtNxizL4BnGtXFpx87Zo+ePeydNU1+XnL6+CYH01Zhdv2AGgO0hGPagh9nZ/erL3zPbyTrhRn82Z/7OfvoD/6gXV1eRZVhizEg5TeZan6OX/QkJliWg5ZRi3T7u67qICYwMLGpGTP4YgpKUnOArDa0odrw5Ac/ZD/zyzPYiV+y5znE9p/bX0U9o8WeemwAXker8sK89a1K11dlPnvyKKbB1u07L7xjr154xxnUQzrERttcYD67cm2SBYEOsfUwFhb2nXZMx+kwmq6FHhnsszdgkrkUCCnyJm3eZJ2olugqZOlN76QZUBEWuIMs0VF0BBfZVbsgUU1Jq85r/xI4wxt8B9SYOhc/35NAfw/FSedigwNrwXC9s7aChvwKqxp0Yl1BnooGTKySmlAmO3TCfrC705XOZ+dm2V5BGswKc4s9w+DQsT7bvXNqJDGD0tXtZaugrcmVLbID4561omqgmZU1l3FQXlm2UEf1jzQ22Oidm8ypQz78aHYtUR0iVzUm1YVeLGB0M5BxFCAzMXvSEEhtIR2fRT4ySW61Jd2veuAkaLva02doPlIGrSWk9TL/opWz5n7xz4A33LUhvttNr7MxIPWWNTe/MjQ44HYVtWJV6ZStGC+dRW7WYoFfmpXs/IUrttDUgQQCHTUtg/myfaiAiW6iXNz9xRkE+uY2El4mhNKuXHzp1Psau7+kai701U7ZLzPeR0QjTSKGkXkWyS2DdQ9PJBVidGm2gLkVNydHUyuJfwqx8sW8Drbnf/Iz5D0/SDR4d6NcCM0CJziVgUX99joLRv2WGTa5vnUXvxgHTIYa8z/qC0i8qKsMIwuGeB7O1AorgarSqN4jmCg+ehdofa44puIxRXKsOkERPPscnCU766uHhKJYikaUz60gaSZAFqdYgdExIlN1Gg93ESrpAJbGRGwnwZM1u27tOLZ3ewc67OTxA965xEgG4oyQBv+Ogx2MtSWuCMYiw8wCZ20QjBzh6mBJXl9DMnltdtKefOSIPXjqgO/IbWpHTrlB1xZX4K4ucJsZfV8DSCsWCaQuqJvUvoz5sT/85jetf2DQfuWXf8U+9tnP2RbqFjp5p3lM506kvtDmgjCGBtLrwPQiYuIV7OlKAKPh3HV4wZmthvJ1WC2EdjvF9Eqw98nP/6hbt5jlZroX3zjvAqKunn575r0H3Bym+JssMdmc3G4w89VjD5zyev7zr79qr1+6CE6kuqjvqQRvX7tuzVdlYoz5eJQD5iHTq7pUI0l1TxYb9OuCAZeQaov6nl1cttH+fpfgi+FdXdXBNRpQ22HQrn4gHo0OwsG1GHWZSsvSWdqXTZD1lU5xt8U6w+vKcuzlpdHL3b7wljX1chCtow8mRaKP4FIJXW+nXi5dSu3xSX9ExqRd0hbVMbUkBkY3ew1hUkNqDXMobbesTdtwas5ad5d9W4XoPXccs7NeTFc1Y4swONa5P02IipU1oQvby60tHSlWcloZBj2aMtOp+ctlutC2aJ2wmQGrV7469FF2MZh1pGmHaG80qvdYclWttvxb2A7qg2lUG/WgV9WMyRPnasLdsF0+pCZWpt20V7e+G/4loIthrt3bTUlXN+e4iGQSNRdOovb3+Y01WgoEukng9r4Dswvz2oragqTCzTD3WyvLtra5wvYyo6pIDOuyme27drbdWpYWd7c3N9l84OtvVMeqt6vUmz6xqqtEmgOe85KDXTGqU6+/nJjwRR1KDkCvep7adRSTK6ltaze/Xj1RU0DioHDvR4KXV/Mja+i70oVlyKFf3wpllM5xax/+MUomA/+rHG1YgNFdRI0I/7Y2JPSd4lQPGaf6jAfE6jeKUjTfu9ZvmCUTdDxBgKkwJJNDgicGHfMmAJYIqixhZVAlsolFJePKC817jSW/S7zZAmR9Ien5Abxr/gj0WzVis/Bi/F5jPlbfYbZD0svBLtQQVmDgjsJsHhgd8DisO6hTBYj14LfNimyV/jo3u8Zu2pIfJj7GYWJdj/vm5es2wa1kZ04M2wMnD7mpLI3dLm6Ajg2pMSxw+xi7Hc6YwpTKasHiyop9/bWX7Evfep6DWF32i7/0i/YD3KY2dvxEcCCNsb0bhleMbnSGRHq52gGUpQYdZGPa8jEpoDakOaB8T/9qHNSBuE987rPOgP/6P/j79t1X37YuDo71Dg7Zow+egQFHV5ktn3xTpkqrYU4ypftOHKYdtu2b336LA3uX7amO+7lVdIjb7lZtnhva3rl8yx5qP2ZdA2Jyo0ZmQUJRxey28pMEXColt+awliHTcNis70KFUVal1lhV6xphrBZ6Gi0KgA8RBSNGdRUVJI0oqS7tHQBdBeEBw6s+RWfeunXd1r73LUv3cEpw+Bg3gBz3jidxvVY/kr7tbq4hTscOHVsXHTBzy3R4d+CgqvkA+ZbgPQZYncisyNuTU5zYQJRvszYIk6cZ0JmrPawnX8sy2XCgNHRV1EiUpManBiSMZVlXP/bzUvyUdV72bbssGEKtvYo/Z/Fzm+DSLx+hgmKOHWRYzNAxGfONeuPE82rjRbfiRPPpXrZJKtVpnWu3bPzGDVQPUnZwZAhTLVCoyqE/qL3Ud6Tz3c4g2cYWWDOrYFT4va9tr7MzgEqDr/YpSgoTZR3DHHoDdgsrIJuz85wGgvOKFzAsfqMeeU1YM9qK8FQAVAFIxTQyWMtpvM1Fq/okREyrtv8lwZX+me6Ib+lFEoGfpghmYaUUrL45+fewLcB++1xYHyJAOyKanFe2Aj3d5R44VK4K7eOdDQ3bgikIVCBYhFIvXo9h3ai/Zx0vfAtRlenJZ8I3oRuJwzbJgc+mrMrXCBwlMqwKfVXAUaY1JYoSl35WjbpIgiLBpTOvKDawQUOni0yRaSzdpmOtcv5CAqlWtlnWVzZZeM35Yavh4T7r6m5DWip1hvCT1FeOk3R2k4XZ/Ny63ZicY1e2yY4wLvdg9/XS+KSNY3J0ZLTLHnvwmPUSJj1hlxKDR2bL1tDVWUedQb1TN2FKsDKDOsTz5y7al59/hcNZvfaFL37Rvvhzv2DHz97neqkd0C6bugHDzlQGP7GGNFeMrqwHSfihf+r0+u2n8w+NStIOZG//gH3m85/nm920X/+H/7N94/m3mHOa7Wep4wdPH3VJ6xpqBgU0kl7qC+1Irx+6/5gtob5x7q2bqDdctCfuu49LKQ6iz3sT05wLduNalx22ARhpWLCQ6dXCQRYbuMMLBtac4Z3FxOs09SrJehuDrRheHZTb3JROdtCmqioxyMyP0WhRYdWRIS74W2GS2wHWQAKd4d3mfm4Nrrt0um1WaFiNtvUZroBtnWLFNepFbIJ51UHRHTpnihVZK+L3dsKW4cAClkVgrPZCmXovErhh9Hi3Jhbt8iwf2ArWEcTg7EM/zml1r6z9yTfqC8rft9+jgISnwySEFw+Kt3rcX5giqOKoooF18Nw0zoiTdC8ZXadM2bLyTyNNntIVl2zVjGHEvJXrnMUAOIMEa6sTkxrRe0YPcA1mJ1thfbY1edl2kPCKq9CWUJNMlSHH6GC13M0qevHcBRv/xrdtiTvdO86cJT6jpZ2plNxSZ4Jr8NSLqZ70uWlz32ooSpgkwgOzm4yEYEls23tYQPXD6PJrRV1BYWz8BO1HGwY7KDyjLhc9k7FWHxrHV4TUoI+HqOPw+bklxAVB/FU96BGlCT1REhVVDt7AQZdhbOeQ5C7x1OEVTTwOS/0wryP55iuH0RXzuw3zKwZjiw2y+KLA4fVHC1ohjzLBqwUeLkOOXuQKAoLgmv5WhisGFfNWl2EsYcxbDEcFIFVVRBZf1pfJOyEoE5fgcSFBQnj1DZPNOOsLEecF6FXqgBKoRNJFMTm6rGcZvVExQ+1sschSwMQszCo2cg+M9POdkpL+6Z843UnPbaTAm0vsRixsuiUASVWPHRjGHFZnYH5s8hYH3Tr9wNbwQLffoubcNmnXYHLXFqXGQH+nz0onVTgnYcq++co5+9orb1lbT4/9DLeo/dxf/at2DPNjutypg4/GD6RB/xacmuvpItVdlrRSgjTCKY5mAnzFm1ZfSe6cJXho8VT1/5HloEUOV2sO+sLP/ZIzsP/vX/91+7OvvwxT2Wxf+IEPsQg4xffNRVvUfbAKieULIboEpBU8H3jPQ36188ULk9Z1rd0ePHmCa4nHuPlu0q5PTLuubnNzv3X0sSssppf/alO/fQ0p70AvgiL0dpdQCV2FyR1Eyiu7xlp46JrhHdQSVWNiguF1sUUva+bOBgtZkSpRmuL165H7+ScgZ99ydIZ3gqsHN6RnO6SZjCpjm2R7fQXzJlfZqpvB5BOGcxDxyLaf6hMI19WRQWitSiKn8VldV3ou3TTUaC9LFVQlbs0iyucKp1FMmAUjepG2iBA18ulZ7WN+Ee2xeomCcp/10FRL2lrS5FJc2xsVwWC3yWJqEr2oDvrF8MgA28JoF2vxxAeu3zaD7srcDAfR0CPjauqh+0/beh/GQG6NW+cKjDBMl1bcfd39NnzfGescHLG5V9/kd04jqA8IOhx5CKlGo13Zpqwww0bhKZtdlRmFa1Rn2KKZQ9KjroMpGxxhIdKNEAIGLsPksmOQMd2lbtXIrhXhisrA4K6FkSYDRUXBzgsSoL7jTs/QG/CJ4YsiSeRMSpQ4xKKJ2r0xUIH7hKqweDg0NPsqEfUFJpo5mIYFmF0EL+48T8+HV8Ki6UaS8Tb67m4POvQwHq73C+MrvV8xwpL8KiORr2k7YqYk4eFa1RS3Z0VBnk/1fzKFLkhaPKYAtM6ARuRUO45syqyvzgI1NHkBVQUBZLcbfHES4okpUt/Ugkh6r6tIGztbUZCTSgEHzOY4dPXIwydseLgXqanOzdCz1L/Am5bJshV0VhlT/eYuGClZBBhigJ3GQsElTEd293KL2NkDWGro98NwIkff4PoKeaHvuyXrJSCT5QDhnCG/v3jpdfs6zG4TF0z9IhdL/Nwv/TIqAA864+fkAqc0G9AjM2OyvLApXoLwoDhJbGxhNRdlbYUn+ugKk1UcorrSAf00c5P4oJ/8hZ9H6tpi//jv/wP7ytdeguHfsJ/6/A6H+M4i2ab8ML1kXeAk+JOptWeevt8XKK+/dgnJcCcWFw5Sr6N+/fDE5ILnNYrlhk52zWSpRiOAvv1WdtOaUMns7uywZup3Hmlxf3e3q51IALSBZHzbVUzCrGngNLeGhGuHAno0usgl0ZoAvLdBt5EIZ3gXuUhiA52fVinlUeV+EwsfyPYqJyqn5qnIAV4Ymfmg9OWok6qztyPl1WjsH1RURcRpa6KLE6MjXEkoiFl0N+dYdY4eUYvqy4uA7z2/H2pgFz3quWVM1M3NcZ/7sA0ywOqrDroBq9VlPuiLF23q3Ju2fO2yDTIobB8/aG3oMHX2dnESmAOIs+jyLlyzruFWpLuD1oGu2datbtQaOrAx2cFJ4sXU3NzcLnZghJZOlt/N6ul09aQtpEQh++cqoD0PRN+3dHN7T6EpwpoVW/L+zQfSeCj32t2DEogOZa4ng752SWRjOcVhGOnCy+/v8rP1J6Zctya5gyYNLZHLTIwhPhntd+kpY5ObZ6JMfmBS70xsOiS5y8LJravARAg8OAQpYjT0wSQQNs9kvwCjusHBNaFW7gQjDAjg/G+MDpXFGXbCdLaSe3qcAd7GBrDUHTZgIJpgPiSFC1yAVypk6c311OoaouGaXSxpzFsduljCmDcfR4moXNAKAAtBCkMqnUMSUlZNTzxB0dVH2YxyscTfKvLrauHALrN/Fxi/92RiaDc46NXf3kd/QX8XCa92G8bQ3e3lAgNJgP27oP9tidmlv3FhpU1zqcEa1nmG+rttdKAXs5QrdpV5eqclbe976IRLhyXa0scI78elCGz3c4uadITVvXUZBZ+MXb45aV999Q17/s0LNnLgkP0qUt1f+xv/hZ3AHFeOIxHrQ1tDEp3mbEYrjDFraJykk+4p+kf8RRvfviSqndxE1sT3H3eiUjxLm9QokVK3o8ax2TqUHRviwBX6lac+8C4sJvzUr/yqjR4+Yv+3/+H/ZN964VXqeNm++EMftefe/yh13IEUl1tJxXzGyqED2JJkD2Ke7DHqcwud2zcvX/Cx5uyxo5aG6Z2YmUYItODSYpRCrKsPBPwXm9WGhRvQ2gBtOIfqntQaDg8PuLUKZbQOw7vFeCUyla9rM+hsvjjmjAu8sYBMzL549i3jyjNyhpeVlx/6UaV5m1GLanAN5NscPU6vTqPqME+l0tnZnthmImphwtFpS803yi5YXFHbJJLZEq1mDqAT1EIHn5iE4cVaw+7Rg+AX1soJ3JeGuZfJ3tUAH69OAb91gwMJGBofxdzNUMjwilmRZHcBHafrX/9zm8CUyyomyZZYHF1bXbCBQ/128MlHbeBIv7W9fc6W5ibRHZuBAR609qGzdvAHP2aHkPq2v3Mx1ZROp7Y2NjibwQ0KEnXU6urtmrc7fQ3l5vsPqObjdw9/JJnUQCq5kn6S7gaDQw0ZREk0uAi3I5Y3zFbjDuNJE4xtC5NZcxcHWrDN2dzJrhITTguTHeIUZxhFlKcXLv30BzTCFLAAChMTGuAOYsJxTRGCDYsbTGq8a5tK4x3jVsD4YvdZkwk/Y+twY41b/jiNPrPCzVAwvNrBEkblp1x821goQvx6ZLKX3+n0LDLhsmqhXyuS32YOD63MY3nlZpDOcXq5djF7HsmQhSiTPHip9K8TVilwHK6yhJVBxfHW6a8pw4RECUGlKSuSoEhwaVxBbEHSgoAQTusyP5hLd/K+H8zROry0BfPT2tdqK+jy6gKKgf4uGxzsREooiw3igujGqCKsYz5kHcHDMnZ2dQtYF9LDYXRtpdJwmd23nZZtewirDkfGBrzPiqmSOb61FUmFtYXOdjvSzlYkmytYC3j72jhS3dft9avj9sBjj9vHn/2wHcXc5PlXXrZrb74BA471CMqThinQpUdrLCTFBMpJOh18Fjkcmsfl/9F32gavoe/uKvPAwswMC+CwHvjQdJ5+Y2PF813t+ENr7ewhb9hrr6h8bJW9h58s/A+XaHGmpAWB4CNnTyPR3bFrUxP2m7/1xwhwFuyjH3zSDh8YdDWEDdQzAitUQR5qyk3qdmS43556/LQtL7/BouIWDG6bHfXLJJj7YJ6nJhbgo/oZ37gNj+rRrlWzL+53baAPc6JLnXadW/PWXVWC8RDJsfxieKVWovGQZYMGGE66auRRztHoWll5GwalrPfENQaxM7zRBJCh0zuKMgikDdtLs7Y9d4vt5mVs/WEiSgry8BSywxt1jCitUumkY1cfJ0SPHfHGWWareYUTig6sBI2hPcry3vNOrgH6kk6VLtH+8E3olvW7UW7vc8Rt8sEvc63jGvq9W+h0IUhzU2ppmV+Z2LSF81ds/cARBjU+aZghmbVZQQdq8qU3rOfx+63n6AHrPnTQ7Oa4H2sHb0LvSghKqrMKwZKS7l1YLlG5bwm5lgUI0uSCBW8537KC9FNgTkSQvpK/GkYiFME3T4D+08gywdPEhNzCJTWt/MTktvBTGweSW8aeMF/XJHASg0Hc/wbzJmR4hJOTCSogLjb4C2eE18c5SVRgXQnTTVLy+BarVLuwArWIZGtubtuWWjDd18u4ptPRXL29zW1H/oSh0CSY0+2iPCLSomecrpBYLSRkwg3+3pomw/oK04MzpDBImIQmjrIaf9W4qk4QURNLGPNGsfnPCkDykxR9z+LK+ooCVxDRGCzZjArwFQRkYfF5rDpEwCzqoicOntH/trglsJn9cJkDW0V8e+gQZxx6WE2x7NNuhpjWlblAQrvGAeBFGGOdvxnu6wLpjl2fnYYZXXOLDA+eOsT8zW2XSFM3dTgNZlcWGXTfti4KEnu6wKURL128bH+JBYPrSIrve/AR+9kv/IiNcrHCd//gd+1rv/1v/JvSSIypLD/wJs0dsbjq2rU4X+SS95osUExft/5OsIBMechs4PrSvL38lS/Zt7/xPUiV+qVXVy1Z5aVh7ACV9KbbWCA8g9mx80jEv/vyq/abv/0Vt7rwmY+9144dHvODfxLCq12i8UD1KKsXYyOD9r6n77Pvfu88C4Urbv5tGFNj2+ggyKpG+xyH+eCrmtuVlqIxLsgmrw4R6rY7WchYQf2kB78uoNChOVmC0CDpfYINUyWj4EFHySvFnr02qpqdwIYiSyxyxPDSStH0EodTB6dX8cVswfCmF1C+PtLFlgJmrpgVdOOX5grp5kiyK3JRnEb/Zdc6BobswClMc7HFMMuKzCW8dibAt79NEi/QPf9+1wADxcryMjZ4p9RRbJgDZwN9fXQUdRh+DE5SuleX0Ape/Uq2HHcYKMRU6GPWIJteSrOKRZWht4+DbJ1282svWBs7BwtrmLpjNa+Bm0HG9yr2u4il89v7j7h4/pXlHQ3OtUxGOWki9kyBYdYer8EbCW4z13S2MhG3cHNRc3crEigYXKS6GT1cJdOwraekrqHL+qKQOp4JyHyKoCtqqGvSIR/8y6gtzHA4Zx51A+YkZ9BTkjRrI1Y0Qp+kwbpKPY3EbJurXLfZg5RJQN0eGBbDcQqvO+Wdn7/e9RnwFHbFK62qkhxSMCyi7C51KlzlLhk6ObRyrEUgq0ZbdYKEjOvCQT8IdxYYHzVkouPtlx5oB6Zpp9mWFldhjNKoE4z6YSepAGxxuGxlDgkrCzcxuzL/JR3gIbbaW9ub7AbM7uTyLDq7h+w0t6j5gTIsOKxxu+UmzK5rMsJ9tbZzWApB1rWpWfsGurqvXLyCdYVt+/DHPmb/u7/139jFL/17+6Nf/+duzUA92b+psAa0gPTenFAj1QQJDYJdG2Xx2YWZIX0nqlEfP9iJ3p69iWT3Zub7qQZ3SVgywV4KO9spt23/yDMftgd/8Rftd37739u//J0/tQtXxu2HPvGMvf+pB6wXC1ebmrv4aU7SAOBqJbTXiWOj6Fyn7ZXXrtgrb5+3xznQdwA+CYU/FhHLHABs4bAcixTGIO1RylpDarvJrULIJNkqUmZZgJAdXwmQZG8/GiZZEPguvYalkmVpVGRDcmkIkqpK5AyvViRIVdBX8J4JAhEiNiNwujxhZ3HW0nMTljpxP5NUOyJ3Ji+4XZkzEVPs9UwPVBNvS/o7NGyjXcN+o9YCpx5nuGJ4l69UcBLD33Pv/hrw/sOqdZEBdRwprrZ7htBD6mOwlbI/s7mf6O05esx6Th631g1sQXJve0cHelhijI8P2ciTD9jEAhdkYLuQsdqaBw4h4Wiy+Rvv2OT8jE1iJm8VPTKZJNQAKJUGv0WjQdUbfQMVoSsBXCIqi7oMUJno4LPNYivqy8ejdYID81lW+mVmhgqliBI5Fv7wfTdx4Yt07cTctsDktvWySJaqApIl//zF4SE10uwUZ26LEl0uIqJBcEFpyqXIiZdERU63V88tydg7uuWIpVROofYaisrnkIx6MPHaXmyBeVehJOlNs5uxvYYaGEbo0zDBYoCdORZRGWRC6EgK/kTBUXGipikALBsQYooQxuATgmKxkTcGFfNGsdGzRFQEUsczAXtCUFIGWbCsLwOXEJSJS/QU4SKqxpNFXpC0ICALKx/RPnX69jX9KDiwlvbDwNJ0EPO7xoVHzRwMHzvQyyHTZqShqOA4swvjyxa4X4hERx7k8JOuub05P22zKwt238lRO3ZwiIkbpnl+k4PqMLqMtWjOw1xh2xeOegJTWm9evmYvvHXezt+atpMPPWofOthrB+fP2aXf+w27xfmLLuhqR0IpO5hR/xXtcb/ea3Yg8k9Igjb88SqTumUnjDCqr3vqdsg4dfUNO8RNaH/rb/5N+90v/al987vfsBs3J+ytC0/ah973qD1wBtNlnC2RfrXMlMlWsrY3dcjt5NExXyi/+NJluzh+3U4fOurXEk8tLKAmIqntJioPzIvd1D8rhRSMfSdj6ACqJzLh1g0+7axPs7CRSoMzXJSY8YvZtfRV5DVXTLyia0JSH4L6UucSnJHwMrDmdBUN8P6jW+kAxe76GhLeWaQXzAgdXXxQiNab54NtDklF3PFNKl0nh4mGRrj4IGWjI8N2/tKkLXLSUOyu5rnaB/Fc4u+93dk14B2KP9qGml+Yd2J16UQPq+BdpAVNLEd12KD32Ek7/P5tu8QqvZ074IdHRuzQex60w+877YcVLn3pO7Z4/rwfFFrrG7MddIDb6GNN6JztMqjDVKR2kRQiDNP1m1pzNdBFfbuBKCtGtb95BwNANk+9Szrjk0wQmaVcgaHT96xFbwomtwUprhjc1r6QyUVdIaVtIMDF2Pq3n8ki44lQVf5U9kruKHiJWt3JIlBPDTaeMY8iLiobcwn6dDtIddke5WCOXFTE4I2AjMejw3cCPZw6YDJs7WlnEdfuUt40OxTbcNBpbKMGzG9wYj7D+CoP0joNAcFhJkh4JMDy/QqNqIVZK6y48yTFo29HTCNIagSOGsremGyzWLK+kJiCgEIi6Qss5bVChNmV+A8OhzMLLLC4rIfVvqwHIBu0Pi586uWnaXppFiZ3CV6LhdgWY6sMPegweW9fh02hAjC3usglQF12bGwEffUmpIz0U3TUm2B8xWxtwrBNoad6BQb3jQtX7fz4tG2geP6+Z5+zBw8O2uAsVpxuXLUX3rnqh1wxX+sdNeixhWVoRIjGI/+keUb56Klg3a4aMBiNyCkZBzfd2+rkrM2/9B176oGH7D197Ab199jiTpf91h98w954+4o9+/5H7PGHTtvRQ6N+iK6DuUlqnhusoNsxZ3YcpneV3aA3X79hVyfG7QwCH82Lstu7zmJ5BxOeKZj39i4k+Zgr60JQMMRhvVssOjY4QdiDaoWk7W6ajDFV0n4tgNhZ0kU1jXN14aotcW2pKi9yRsLLoE2VhdlJWkHN6aeupFuvpA29zfbxNmZPUqwQW3q6Wf9hF5A+Rp0HnQ94Se2aewetaZBtFVacY8OD9uLLb9vFy5ds5ua4T3pbrE7uuXd/DWgQ6sQe8xVum7l586bb4JUObyeDrk7Ga3SUjlcLekk9R45Z3ylsNh5L21GkvYeePmMD9/XbIqbHVm8gHWblKwtN29y41sxtPdpBSHF7m7qspB4wuk1MCHTZ4JNXz63X1Y8jwFA/nnpLUjp9UGO5MGo7uULaNakogrbjIWZWqgmtmCBsHRCTiy4aurkSwTiYmFwd55aLkAZvtf11pCRlMe2iYnGMTA6Bc4oYkIhjK9AJ1GK8WeH8wjW93oj1sUtqcEuYCJvhxqkVTq9rLBMDWrNTeYVD9dKN3h/S351Bxk62k9PLG7ala0Hxa8vT61CZ8ZOEWVIq0RbPXu/61eQSEiYEJaCuFyovfd5rQoYJZawgURIiwrIps74ioBUE3yE4xM3i1E+k/67LHtaQ9m0i5WvhBJf0O1uRxvYPccYGkpfnkO6iksP+eOY7FLOreXyRnbTrWAgQc3zm4GEkElwgxcFMXVfLEIrOLWcnYL6ucq7idaS6567ctFW+4UEYu/c/9qj9lZ/+Gbv+pX9j515+yToGuxjjyZB0Gp9zOm8FtVspiH9TtKz+yfZWsFKMpebb1s1ju77Vp28qFtdIL2Vs7dWhvUX783/6jwyZi33uoUds5dR77Jvfed5efuuSvf72VbfV+wGENo8/ctoOY1FIBwSlsqANyA5s0T9y/wmX/l56Z8ovo7j/BPMfViYWMdS9wSJGlltaYJTRHkW+SLv2dsDwzrNwgeeCw1VVi+lVe8majWT+FJMRhIB6XE2pq0tUHXQ9hSlM6wyvB1OJusHK642PQvNIRJjXJB/azgY6QvPc4jI8xuSGBQYimriMYpeVoGykStmtCYNyrSNHLcVJydalGzbECkU2fifR4ZzH7ImYXWd4I+SFNN0LebfUAP2jG4b3JjesSa2ln1XsyOAA2zQsk+kT4jpkBkpfb0qLKhjfbtRlBhiEpdIgXmB9et425hbdFiJiCD8M0Tk4bB1IEZsurXOaHps5Yr5AoQcejY3Vu5oSVZ/NHZkirDFMb1GL0VQRqxBnyqCcoKB2keTC5LbA3Lb1B7+WDi4FQcLrMBpzZfFAhSUowqjXupwGJTGyuFQHUpDedUt1ceNRJ2NPKzOPcmSC392C4V5vRfrP5SbL/Dakd8s4xb2fkoQIg0icF6M7D8PLCXbmIadTRU10XpjEmMJA4VCdglPJtCALdJdZqOmQEUzv1koo+ZVoOax/qXp5FyZ9lg4V+ja6fch9H7LIVmCjMttvPFG/hLnRTWVicbaQGKbF8PJvRapg7Kb0IQnUdcFrSzCwfBIMq/SvlDNZbVgBmOYWtrev37JOxtnhjgG+jSZ2zuiofDeSAk/OL9o718ft3DWkj7emYIQ3uHms3z73yc/Yw2Ncbzt1yWa/9Ufkvmsn3v8EzLe+rWz17okv+h74TtaxQjFz6xq7Jsts7QeVogV1M7qtvcNcWtQ/wlwCHyOmuGEDT16pyFbjoO9SigTa5GDLsv3A//Df21e5Uvk//N7v2rdfOmevvHnRzp46Yu/BZu/Tj92H/yjnV7pcHYODKjDFJ7F+kbYrl6atfbwV3evDqEJ0YfpwCYtGW9aGtL0FlYY2BAh9faiRwtNmDsiSv8Ys/TRkaxM+HBnziK3itaZ2rDxR5ZBV0FwlaEalIUXHbaZjN/cN2S7bHbswF+rJEfvgN4dJyra4YE3HTlv76CG27tAVap5lotPhExqkvdtax45Z8/AR22VQb7552fq3Vtm6ZlBval7YTHXMcyobcYdQq/h3QhVUWWN7BX4bq6KyrCuDyqkeBoOWzrbdVFNL58ba2uDocH9HL0yvj8KOLhiw/NAji6Y0W3ToyNBfGKwxm5Pm0EQaVZgd/Pqo1RdTxHdi0qWj7zA6TPP0sSt0I3UovngNQt6v4lTUQHcmeRVpqwDNoI97CtIXBMShK/BXnl615gjF7obJ/MHEKmYtGgckWWjp4UYnrs1uH+xwv6RNEQe5C5PrTkmCpg3eG/UXZjfVxWUlo0uMMcuW6kEk26ZZnVHf1arIVCSoOJLmbsL0wvDuTPfaziQ2wVc5BQLcMvZIZxdRYaB/sXvopKqYIfUBtTkvNRYgVgdR3UivuU0mo5CI76Dvu8U2MieJrGlxw5lcZSsWV0m1ayEdnRpzL0hWNaISCUpEFeRbfUAC9oSgJLxZsKwvA5cQlIlL9PBlJIUnBiYB5oYVJCsIyIWPv3Ewi14dLNaCvopEFW5H/URz8xoX9gxiwqqDGwuW59Ehl34n+CVQ0Dfcic7ulfFlpIncdtnUYSe50XIA5moFhnZyfonrhWe4UnjCLt2asAnUGMQEHz9x0n784x+3z3z6U/bIo48ZWqm2NHnd5lBR2+FEVRM7bdqhcxfr63G6G+KnHC2oAugw6NW337Sv/OY/s7nx1zGBBnbylQWyLs6G3PfRz9rp5z6HPd4ebjRc4VsPWMCG0BBHAj0+LlKvasJtBIHtmIo4/th77Mjj77HH3/tee+P579o3//Lb9tqrL9m5dy7DCL9i96Pb+zCS3QfPHOcA2wEsN/TbB9//IGoml+3cuVtI6NtsiB0hmWBbxwrDGge1m8XwIunt6mHc8IODzInsDknlRGdiXIMvlFNg5hOKqmwIFaAqVz5BeYiqMmwocKjSwOygbeIjJ6wLZfSNt1+31PwqfIR404B8V6BGOruDSsMuld1+FNjT3CJyndOFo8dhQo6isI6aw8gx28Vq/caVS5a69DYnKlM7Pej1Pf7E06+ceeipMyhuY0QEpNq/C3F7iUrUUvGoWEzMW76GEoATgpLwBGAJwAlBSelV5gLQgoDklDn1BUhOspyXytJHUJ60bPoSAEQVi+Wj7PzAs60v/f9+549HOMF6X3cf+7zafXGmRI+A3dKrPl59sFKh0Xe7jUrMFiZ0dlho+QeurRsWVh19/ej9DrFdvGn9WA8xjJ7LvAu4UBMFybvQFavfTFHLAgSQSWCqe7ncoTJ4U/tQ7dY+0MGVzhiLH2h382FqQ6VzdQXVuMBzEQhlYxz5CHXTyDKLbRbYQ+wOtEotKiRczK3UGDIOv+Y6JL+S/raOMPkdm7fldwZt+q1+bqLCbmfInHtXBNQxhegyaBrpCclTfWrBr5PlLV0wDfxaEMWtzKxa85sLHBDiexBsVJzoWTEtUZ1UnCAPsHwllIeIoawKOJYu7m0Ejji+Cv2NybYRWKQusL27vZVmI0wMEBZO2OtuY7GpK4WbEAKkmmG6Wtutq4XTThswR8RhuAHmiUOVSEJnlzk4jvRWNqVHYLR0BfEVDlpdnZix66guXBqfxCIJtnkRej38+FP2xBOP2weeecY+/Oyz9vAjj3iNITi2voeetAMUSZdbNPy4RJF20TfTxmFX2Wzf7Byw7X/32zD4wSciw31i6pvbumzk7CN25kMftXbmh03UhoLFehGkjQxmgNS0s8lFXYdODdrJU6ftQx/8gD3xgQ/Yt7/7vL360it24c037ctfe9m+++LbSHoP2UNnj9kZpL/38RsZ7cOm77LNI2i0dJv1ca1wO+2bkorJOu2NPfL2AfR4hzqxUx/sRnXAFLdz+UerFtC0P+esUlweJrvdlXW4yqDCWqoMuDKoRlZ89bgiCS8j/k6qpbvPms48EHxQMscze90NsNNzGKA5Xc0e3TZb0dtqmIMPWdejT1nPzVXrGL4PhvckhzxZ8XEqf3Pquq2uvGOplSWuF+bEPVyubPvRJv3MkHyROK+dWBXFvB5f9k9egrzXpORZkKwvA5cQlImLeQKwPOC81xh4gncPGN6K8k8G8tDkqBjtpQE0h5dy3MrXvLy61nLy+GFOnAbN7yYVmNX9hL4EtKFr4UCGTr5r0hfMjvSUWNnLNbECbsMsWQsH1rSr0Pv4gzY2P2G9L76easIOrzgwBscYNTFviD/xUSFYYloFJqYPAhOjiiKKImpLFaUuQlAymdlEwQySYbBYeKAT2DnWYZ0wuu0cQtO7GDFvs2hczcDHETXQr6qAeU0dYGfp1DRSXWY6Oa+iEpl7l6EMpNUcIKnUTDO2nQeWkaqy7bnLursJNYcA2/7/JWOvR4qgg37t/VwhSp9GXBQw9yFF8BVVkBiCVpEit+CxhDFvLky5t1jCmLdYqgpAiiUtCM/iyvoKgCoMKFrtVaHOAmd9IQEFAaUJ41KDnTXtgNE7dOuf1nMa6TiXz9zMwSWFyf4s/9KoGarXaFHV1AGz3LyJ5Pa6zXBwmKkc3dwZuwCzq9/M4ooLsKS28PTDj9kHYXI/+7nP2Xve8x4urxgESYqbBTfR+93wyyOk/YCwWWTsm/Nywgju+C4gi1129FSOqApFihjOrc11Ltjg+2lFtxneI3ML455SGlWEGoOxhsP9W+TXNjxqz/7g5+wTX/hxu3H+gn3593/X/uLP/tzeeONNe/7VS/bCq9xMh6WHB+8/bk8+jJ7vyBhqnzM2j3T+4ACXTWB/d5uDhDswuK0wwJLw9qBCpoOKmwiAKBx8mqzEyGIFz9am3cXlxaaNjfDEbVKZowpLiisIKw9cHqIA6W0PcIbXqXDpGvUohuLUA9Y5t2Wts/TuyWX1JjoYxdN/xOm7bDEjUrEUA/V2ywbmMiZsLY3Erf2gHy7aunWVU6M3WHlw0QA6Rbqe79b4rY6l5bWbvd3tZ0jMaULvxtkKKFF7yVF5oXmvWcSBLzc69y3z5eQnynsPUuWlFUxCUF7S2GvCUFpx+lzAzFvGE8umwJsM5KHJUTEMpQHUkklObcw2eBOSha25+YWBg6PDqU7MtXiF+SiFjy7GAj2QFoBIklzfmGFEb0Ka244JszZsOTdNL7GNjh3ekVFnfJF2WPMQp2BPHbPug8OW4g54dSlQFaEmicI7JKxeiutMH7WfpJ2ayVSPuhCi/34uCRnrMtmdV5wzaFGVReN89L6Hz2apMJyewgo7E36FZdU1vtKkmp3hGtVJDO8vIi3RmDW0wASCvdyrB9mt6qS4FSLci/KFdah61QSun3dg2USnGZSl2qIRrjFYylFSXS7J0Mmh5XIuG18V2iLARYLL5V1jshBtkFo37nFzWUomriam5u381Vt2c2LarvPT1e3LnLjUtcDr26tYxdFhNqw38A2kd7YwKTaLrdgbNjO9gLWkFZucm0eLJo21hj577Mkn7f3PvM9+6id/yh584AFrRVrYR3gzwoUV5voFdtjW0RnYkmYNfVFS0wZ1yXLVlon3cR3LEdpN4ipNwuM1GvMzmehbcjiYY6RvGRz74gnrRvQ6s827zMEd4Jrln/6Vv2o/+/O/YBe4Ke4bX/+GffOb37RXXnnF/uKbr9q3nn/DDowO2sjAoGtmdSLwOcFBN0nyNR9230S4A7O7hFh7cWHDVrktbz29Zb2L6PZOtbJoWXWLDSuoj25KvyPfxaooP6rwvTxweYhCrHdKCJ9EOKhKLC99HLaR0XC3jpMwvTNoOkwsWwv24WQKRdvJTejtNqEjs8sWyeq112z52qs2icJ759qsDR5+ki2UIdtZw4QZp0Y7+jhdyJZdF5zv7PxSy9LK2hp3T5MJShHx/QbVYD0TaL3p9601Gkdo4zDteeHT47cm2RhY6z0wNpTq4qY+uNsgU9pcPjG92h6TLq/00aQrKvakhS2b/rPHbfjh+6x3E/3R0YNsqyOdoy+yv4XyltbSGlwCyYZsNLDVBrb6XUhhXYgagUMENApPscIUMFVk2IRBy1bUF/xkKjqvvs1eDMFehGs8wBKDDqZJjcG6K2B2SRMw5maL8zC6t9DTXaBvSYUAdD7kULZU7xo4WSBdYYG+Qn90/d+9KER1OEVj1NbyyzWCuYhwBhgr+FsiQYmoChCXA0nAnhCUhCULlvVl4BKCMnEJnirBEzAoqASWElG5yLKAO+zb67rZSezm/dvf/6qf+mc69euE9XHK7FUHB7fEsErHU1ZwNI7CJhu7a5i8WkPXlWvYO7vsvkcet/ciwX3i8cft7JmzdgILAWfvuw8GiwNoODG6MpG1wvi6FaiKBd+Ptktul9Nq0D+K6MsoQoii/ccfpdlnpxbTz61VMS918AF3IeTpHeznaKHZ8cMH7YH7H7CPf/wTdv36NXvt9dftG9/4hr2CxYvJmSuortBuwJ27dpPzUcG5FN1wJxUVjG/Cnskcmaa4XXv1crv1v9iOqbIduzExn+JSp9yRLNt9gC/lSgOWji2Fd4/jaiDMGd7Avp+IEwY6iRhfTjq2DB+2jhMPWweHK1qlND06Zu3ctd2CuH4LBneNE5soWaKS1ooJlJucJhy0FqRtstSwvYNULrXFFYDtqW70g5dXVlv58FYsNYgxSm/7imojuUzJoRUhvAe0nzUgbnRpYXFZYoG20dERBmUxvEjawsHIBWy8B3wqHQOxhKs0OAMMn3P2hB39JKvY3iM2wfVXLRqUnQtQP6W3uu6D91w0IALXmALW08fqSVsv9dXnjUzEE2mgzUwRCpEwRWPr7XDKH4KaRzmc1o8ObhnHOsmFtRzithkkulwgxcRPGAUqmPdk0qx7zVJjs7Z77QBlVMlvt2ORF1a+d+nIX3FzVgx4uwtaef4VFqlCsMrzvQMhKaOWfykdVLs1PcelT+htwoA2s6Ut1YV2Dp1rf0uWFqTnK91OIqxtt9U6m7uto3nFbkxNWjsCh8/+wKftF3/xl+yhhx7KlFTChlUs3qwg+V1iB3cTBprB2yWM0VidAb7nKaiBoA+qxlAvoF3akdJ2oV/djdBG/vBzpl3aWGBwaI2f3Cp6v7/1W79lf+/v/T27eOmiHRju59cH48uFFYy9am+dT9HVwspDi55O2lztpYsqlpaQvjPQcQvb7pDuUoikFxV/FMUBi8c46fv3p4GEwPDqM9FYi2xNInSkuDt+6h3pGfuCLd0D1nXorHUfGrDuR45Yz4lBSyF63xmfYysFfRm2TPgquJllDZ0TLDKQvuXIWWvldqzU+lXral23AZSuFxbn2qan5+buP3WEaVQlaGApylR943JqHKYyJCdE15N3ctrk0ISsawzSQLm5mV6empnhNmrubh8eguFthcEQJ0UPgAC+Z1Qa6IMu9dUAKxuTOtemPV1Oo6LO0HXkoA0c3bLZqzd84NA37eBCoJ/j8ltmMt+7B9b4p6p6qQq4RoL2OFkDDQE0hlLNDpreZXJsEA4W04YFw0UYRHdxRhHzzM7kitFFjc7DIgYyTlTYXQBAfaYP/UUY392FHmaShDziCffBH02K8axQJaugh8VAYt44nvL+8glLQ8RiY95i+VYAUixpifAErAlBJRDQzYokKBKcjCsLnPUBmfOSnDIbWgiMfiZ6n732C1/8JCasEDwhzdW4qaduPBWjK13eZiSLrUgExXxtr2Njd2YbFYhr9u+//GWbZlt8gPlbagsaR2XLVVfmLoFbP12LqzrQ2H2P0c22RpJPLaRvVnORxhrNWR20RS98VDeCmVYGp6Q6jHhSXQPdhaWMEydOwNCmuXGt1z7/8aftI+8961Y3ZNdYB/LE8OqQoH4+98EJ60zUMqoNOxspm55Zsq+99haWIGWLHmIKu04e+cUBisfkoWjk6z5mGqg0qJIQ5eysrNj2rRvo4a5xg8qyrV/FPMkk+4KoJzRto8aAfsj2yqI3bgt33/VinaGj54o1oQXR3jtmnYNHram9i1uWBqytb9va0S/v3rliI33dNr642HFrcvp2yozCJtrH2k3oFI3IvRE4MqTVi6x0+t21jc2V2Zn55jbuAh/CBm9boFjmg7GrMsDwqvtpxSrnhy8YvCXd04At5lhzfrNWyQwouRNSMCi7vhQwwsCAUJoizyX2pzroWMK7y1uymCUjb0M5RQ+/VAeL6S5UGbQNEFwy5cSohcXoSn1BKmuYFrWZKbZiJQhWOs1Cea6wVwCEpYdUL9ZoFrsrmCTyEDbwFZJ94nR1DL3EynDHLUYaWO5cVCr47XZFaCgSnExtFjjrS4asKpRxjZ1Y60UA8NCZY5i4OubCATFK0vP0DqStAZy/8hGo72wsMzej/rW5ccAGuZ721hLzOgefXMAAzBwHoNY4D7EBo5sGvzAkMWmO+N4fr4GgloM5S1YiWlhkdDKv9cDoynqCGF1J34u5qH4l3NF0JQntBuojg309duzIqB06MIjdeglrAwzBlBa8a2zTQcUdDuIuzLBZvkm+7Jq+cuFKamZjM7UdSI6KZF28RxaPKYKqnuB9zSyXUGd4PUgG0WF2N7gybwemdunWsq1MogA/PssHwq0ta9cwQj1g29e6rG3soPWeOGW9B+6zvkM3rAWLDj2jD1pP/0kMWesyAOymcgNL+9hZ66UjHDh61F56/Wr7zVuTNBcXbb+bXMWNVwSwSHDFVVRv+rIZlc6gdCxG/bGIPjc319rbjdmYgT4kD9hGZQDWh+scqhiZcFWqgUAqCooK/giGN89E20XyhO9RxrxGQ4sGCAaHMCYCELJqXT1pq8yrIKvcgNy3BNw5ADkvCcAJQSRhYswkzHgSQPc1SH2hk10i2dllUSQnKtVvZLWOLsQBjuBA2vISIIA5w0h8vsuWLhajggKbEkMtE2fY7L2durwi2xkXkaiyR+XI9GdFlHEJjZcQlIAkBhXzJgAWCaouUSF0YUjwzRfJLhacTZn1ZaITgjJxCZ4qwfcEQ4C0kBI+UR2xYW3Pdjm7ZG0yW6U+QufWM0qhZb8+lxRjqnbOtBGuH2arAiaMMA6/2SKMbheM7jwSX22dK52PvwmluheUrQF9jl6/VHobbSEGt4u2kGRXqguS8lbjVOegZAzGGgN4WlFZUENLgisXMcdqIW8fCYJQVZGd5V3MljXj1+5pcwsmu9d1Niop96h35MYlh+bC1PXWsAwahijQpaURUzvptVSaUx4bVy9St6z2MHqcRmdyB4PWLP9sZ7WZSwCkIzRnafYNm5cXrWlg2IaPPmxtNmJd1mM7czO2On1DtjksdbDL+p88YT3Y9Dv69GVLv3m9/caNm836bhPbJKFmG1fMBORVBt1eWm5v7lVWVRx8d35+cX1uYblneADbuZio434IuJXgYxYzqwWpPnB98JrwpaAvlQbdKsOXnRnJ9ZETkMWNeFhDj0CijxwcoJPcuML6qhAsm2mer0T6ElFZJBUBZcFr9ZXPJoSIVW+teTUmHQwfJsMyN6iFkittDqh1dSBNqgsLsww18KoSpsS6ik8gldHBJILFhoDhRTfczTndnkoIcg2WdOq+0URXj3SgfLvn1VKJBCWicpFUDJibLOetQhxZsKwvB89tfCmgqCCgOuLoqUycbmvcD6XJNJX6yBaS2aiv+AIujlZjo1R5CdNBNm2Ri2HWjtgS53I6MeG1hUqDDqRLy7ROEuM5v6v8YnLdUd+q6xZ+7dLPhcmVjm5bTEe3loILp346sKb29F0dMdZkS3CYtx4EMCCkt7g8Z4Hb9ODL2pkr00h7pb7rDeiJ8DnJId0hivijeEwcqkZ/3cjrRlCU8EClgcoNbJ5uISKXTq4qUExJkLEYkUzFU6E7sjU3Oe6WGJp2etgzabathRnbvnHRNucmWK5IibrNNrpWrXVzPdXPqoVO0jExMdO2mU5vtqN03TBXb93Um75hBakBUb20l01fBqBENIMEuz0pm5lbSK8srbSPoL/bxXaci+FgbgMuJSizr3D5412OgTcYALL1ob6nMC1f5c93YoZhdGXqjn4rbLfT1ZN9lWmrBC9WKz7AEhlJyovB7Vu4hp42/kj6ShmD9ueAB5LcGRjd+VkEsujsKlzS3niLx/3l6QVBCxN++xYmyspD7ymEmHZlQHk1W0XdXCu40vmG0WWgiuOoOWFxlCVi9i23KjNSnSe6IsGJsMUCq8JRCKwQ+noQQceImFb1kfyxMp8EafLqvxJHZZRfh4TFIzUxdgpPgDw/9b13rwFVPp9hC3UlKW4vkthu1BekN11EpFp9xdEAGof9a9fAFrWKvOGbgqTKsLnKJRdcIKJdrVS4R++7WwEojRlxv1FA8NyzNq4Zcc0JcwtWxVtYXUqhA0O6sSW4YML15qh4rQZZyDCxEMdKUBUsMndQntuW8tzupnEdt7XMzFnL9DXE7IhcSLe9smnr166g7rBg3bO30CPaaL81PdOZ3kqva3WUcfta5n3NLFPEyFOQe0FABHl3PIuRn2E6GSempme3l1aXOu8/ewT7p5i50lfrCfmjr5v/aSnmy5g4X62bv4t97+EI4Lq9suCgAV6LsQhFpqY8IPP2rvDseZHyMwgH1zuh8na5LjjVia1lxhttMjmjC7OrG5bU+C7wlzcsQ/Ssinaf8UHQKn2IqlLuCXC8+iP/bV+/qY5LljYWG/OWTJITWVOiHAz1vxShoUhwcn5Z4KwvGbJ4aPGUMEO+DvKFvwRQCa3ifUZ/tHjiuYU5wY1VdHk54a8dtExfIs4ZZRGiD0fA91xODaiutO5WPbVS353wLD2yC6+bzRCba1epUc5rnz/SodZupy72aOIQrW84kY8EQVJh2GL9v7EOw7tGe4ZDVtByoTAIRtd7kDpHXlfKe20M6TUjrTlh3XQ7w0vtUFFUMo0cXDCRS5Bu8tAWs38X+kBCp7NFbARiWmPR0vxaJE7XDCUnKS4M9DazVffWCofXNlPzc3Oda+uba93c6127y+ZfO47qUhbNsWhEPv6KAfMTNuA9Oe/k0AZkB4qAKfUcdnV7DGq8ncMcWJOOkvhdd0T7KVQ+5kCtgesjWVm1IrLzHQUftDXkCJ8GABZbHA5QJ1RfDbALHf8IV98Uo43zNLX+qS91kGsjcFRPf+25stgoSKyRs4WdmhaaoMUH4TyKClLkxee8JgNHXSEHVC8wos1Yd7HUqs3dSrs9XUyO+hafRg5v61iieJMXxRmDz/GSYLsJo/07qDZoihMT3AiXXOQQczZSslwNla1sZ2qiC3o8ZfTrrII+XZycEE8WXXHQxJhYwpg3ETQxsLpEFUFXBES9ZOjJ+koFZeISPAkYEqBKBWUxZH0hfEFAKTyFcVFyDWzqmer7TXSYaMEnxisY+4K0gt9hy3ub7rzGKf5NGF7JoDjM5KOm+OZtFOCDcbJBfb2Q7Ls2RPWiOtSuYTvzinRzO5m3dBkEN8Y2TqIbqyHliJ1lziXoABuMLe0n5nbbFypqP+ldhz/ixADHXdCK9AL9iw2GUd+Jw9btrwppVcB1k1YMQZyKkDsFlEqUNFcNHXwMqlUYDdUiNapfIPUN/KrXJlY9ndjcXeOyCm2RuAUdAIMMQsYENAMYxB7gMouJlbV2boRZHBnsQW8CA4H1unhJasFVVfqqgGuhZt/S7EdJ9Pnxf2tyeraZAxSdI0ODLIZocjS4gx7CSE3fUD8K2Vc/WKE+qJOvAMWc90IQKm2e84AgVIM5khB13JpcUC/11E49aWsiuSGJojEyqlt9x5vY9RzvO2QbPe22xoFW1ru4CII2UxvFXHYTXu2Z7/JgM6+hhwSeRu1Lt+BuVFvZXrf5S122jJKubkxjcyk+luPPICmbX5zugLJojOJtF3WY1gHbwUyTJGNZ2uP4A3+mjEXKHqQNYbPJySSWX8Yf4YTZ5SbKVa5vXWuZIxYzaarnkJBgLA6oruZvthzVpNpv2Dwq8173m5qc/PadlsIM80OQJwUjIGOomFh9EGKG1JNYk2rs8/dtMUwrO7a+AhC3jWncFJMbnJPQIac2n+sznSyn4N+fL1Fdq66kutABg6vDaK6ji2QvYeZpWEWJ59Jh7m3GvNWlLfRzt/mlOfyvxUnQ1i6TgEgfenLGFsjgHSGRhgrJKdxFz/C1/kdVCKsCrom2WnOQ/kLgXHoW5R0FBjUrPRXXVdGrZkeJ3jkZ2NI7YD1cTrGyOct3xY9Z0ZkXQFT7+gC1ruztbLc+blxbnlhrn19c3ti1UazHWav00+hgQSZR1g1+RiVpMNp9RJdbgty3fSSjlqxSTesTkzOt7A50Dg8PwLSImwn4UXUj9RGxp7oVSOK7NgZiHVoT05PZMgJOHQRtKfogEZk+GHSbTN+shb6CNFXUbhWgBdkooN70iUgLAyvJxkdKknrV8jnKJO1k90H7/Qd+wjo5bLiFfc7czxRI/gdTbZSnvvxgWgjydGyONUODPnU1vH/yCmW80Ku4aQfXRI1B9UnUoRaZoJd1ICckTEJo/Rej67BRvnFm0kHCBAGYoLJ0BnlGKf0pfAP0qz4hjVyUAU+mkGz6OEwEG+WZfU/0edIAbxaf0CNUQB9wizt5FttfY5dt2pN7neATxdW6qtOUSFAiKpesigFzk9Xyls0q68vgSQjKxBV4fLYqCK2p0sFSkHVBQGFWQUgZQKI1VIpa6XBuLPGNYL1Eql1SB3Nml3DZbNWBJmeOGE/1rbRwfkbsmuZiHYhqR63s4EFurOQpBjj4wIrR9f0RLkGJnHRyZV6sl4NoXXyTMi2muttr14kwcHRs1Cawlbwwu2Ers9u2xnmFTK/QGAEZrM2zgYoMf6LQ50vgvNkbRXCGgHIIKwYsh8jjG4stN0uX8PIxyL65zz7SIQlcMDirvcVoeIUidvePSbbmRka5nvOkdfWOWPMck1NbBzCIYWBe9GF6an2ifJQ9XC3c08GgvrnYsri4LFWVDfpWT+4kmkvYvbdG1MBedp3i9DkDRQfAtMrawuJiW0dne9Pw8CD9Q70CJy5GjITI4+dML542Vrm6TtH5nxA0Atfg00L/akJ/SskyjBA9TaAM3lri4vjk3wWuukJUB51fPVSa12kULjHBVlOrzXFz4nrngKWbuGDGKzyEUHZR+8T9is5/D5P4I4rTM3Raw2jo2UYvbX0aRncGycZmh+OPsvRk0bCklwhPhKTWZ0SHMtLlFkkuJzjnJQm66jAXEexyHSy3VQYCg7B4YVbRZFw14rIJypelNETp2Pzsq4POT30nv+9PyXxg27FmjCrYKovB5eZALUFMayR91LMZrkhruCaZt+JfBxcgSNAg00iy99rO+9joKIxvG1O10n7/OZVZ35W3HN++1Oi6kOjqsggdSkNC4+a+9qtmOrj9boQ2uXn5Cjq6m+SNiTOEP75ZGU6SolUzm9PMhCnq3S8iYbeQEu/Sns0NGy8yyEvVQkVApRDkxDUWWw7qzEtWpSETlO/RQSJ9Suom/KVTtAyNWPvZh635+ClrXd20lo5OS3f28JHN0ypc2Rl2JrWVfp3tLdZHOg60NXPNLF8Zdw5nmys/Q39PLnxyaCICAquDLoZF4fVjqh9DHn0NR5iHv9xrifwZQ9QFOJ+4vbqytNbWjQ1eXTrhTJM6hJy6k9ZY4T/VsWxF+qIpjPfBGHClcEkuTK/L8wrydkgABVwQKWyFrkKwwoR7FVIlQVWCF1AdS68q8687qsaw4rHsiMSRWRYABUVDrGwly+9jguMJYvQu5jlE4+0W+ZV/CMoYQX7aUcJtr8PoItFYn97gHEDA1frCSLN2uEHnjxi9njD/3QNr/UNeDcVXJR0qqn6qOdHBTwsBubAKgpecvyHBt5PuiJ4yNCRH54XmvUaoiz8TEiQEFU/fiCbPZpj1hTkWBBSjJBkwExp6EErxZe1I9ARD1s4FPq0u0d3aldoCW990GjG/O7o5jQPAYmbTMjlGx1pPb9kbFy/axOyMDYyMWV93t9/Oppu7chayxUh8F4V7LVIe1YsuiJDqQqCjK11dBHaZ0WvvC626V/PqfIrsKi9yUOHy+Li9c30M2kLbycDo/JRgAsFjYLJTahBKrIVLJ0q/LZSD95Qk+TW7ipJWBFSShPoxlERfMjLD8DLUUqFZWHn9EgAmPBmxlmvuH7Su+05a+5HT1nrwkG0juW3mPudmRPK7PX2cqubGog1uLgLcpTbMX+hdozOEKY8uVpq7u803b91CKXtrvRm9te9rV0Or15CkeBWXRVYWIBE3A4rUO/keU2mk+ZLwdo4O93KVJQsiiSf4UPk69ZXD93CyQtnQxzTj+8E0La74loNt7qhDCqHCxQUoTImCuIARDvw+mGlL4Ta6imqtIqAShagwfYVgZBRCRtWtV+o7qGO2QyOfmFCcv+OX1ChwtA1p9K52isZcRec3htDK0ov00zbmYXSntmwT1QUBBu1LIg0gIU3u9bcgs2CKkD+kGV+yCyCT425vaFCSkAZeVK1BlfNt4HF/XvkbS3Gs7mLeyvOoKVHl6EtANi7nIpiKBJcgqeFRGRIyHrJQd+bjWVtft6vjEza/sIzElm8He7xb7Kquo3a0vrWFDi8/lN438StMUt01LoN658oVW91M26PHj1l3/4BbXRKTHHa2hpfhTkHoVaiPyscz1WPA6OoAmkyL6RpgqTIwgu0/ydCiXLu6uu30iZP2La4Zfu3yVc5MbNpADzfWol7Rxm56uy6W0A4n6n7tMMa6aKItZIB7ujrQ/99ILa+u77KjiqyghnLE+1nRWqgIaI9SF0VbdYQzvKgxBLXETLXLx8JakQkI/TmeTawkW9HV7T550nofO22dp47C+A4goeGmlzTSXbiTNq62S/UNWnPfoqWwx7vjq06+JepIP62kerhathNjvHMLS03oHelI9D67+hpsn4kNs9sjmhuAthiKQGKgfpRKMzhvrG5t9rZgqaPt5hXb3F2m37DQYQunuW+I3tVLOXlHTUEd0FUaxNTCPQV4gmpQXOYX9FQPUN+SU5D4bDHbch5Y6k8CREJQcQyJwImBxXHkxOSmzX3LAWzMS04GaqsAbTRWehUDo5WLNj1pDQBiDCSvmVp2YN5DyjLhvEdhHgWcro2WvvbmHDpq00zWHM5wFSllLAGF6BA+veslZLA9vf+RJFkActEzeLub/ubUi+rVy0l5YkWKdAfVqwvLFgYVjylMUmVIAuoqMZQCz8Oe91osZRYs6ysGWzpc/SjBJQYmwOUFFSQrCMhLkHmtGNA/Js44pCbn5uy3v/wVDjPB5DL/bm0hzUWQoCuGpSvoH2bYj3zjW90n+G9PP/Wk/egXftz6j5+QFApj1kzD0Uefoeld6qEexDTqZrRedpt1IK1FktPbWH6pLKwiEewZHrEvfPHHbfzWTfuzP/tze+3SNW8W2VvWTw3oTUo7Sj2lhTCp9zUznooB1sCxyBmA5pZ25P8VOnCVdxUBFaCpLVUBmj0JyEp4afgmGJGWrh7mGa65o2LbqOW21l3rHD1iXQ89aB33H7eWfipYkjpWkpLqSJTexsqDe4Wtqe8AAVdghInHaVjRP91M0gfD29vW3LS4sNDCVgv7MJms96RgZZHW2yoVpy8yuJYl8A4GqKDsTNTpVa6CQbGouRMN/LbL52x1ErUWMbddndY6yg5B3zFMr4zQQ+hoWjhhGaBJWzPqWOGgHdWCBu/gYxYTFjiBaLxy5pineN1K+N0I571nUAN+eEV1yS/etHG/QwogcnG/wqL36BnBqSnDUXiTk8erYnSR7O5gV1LtJkm+s3TKTGn9RYnzERULU/hd7iiq+rFcVOfRe11blAHK4n+jzIpDlI9pBI7yuZSH2Hc69ibDDNaMJyo6IxuH0mRAtKV91/VNW9dQV8CCShe7p4cPDtnQQI8tLK3YxSu3rK+9z44fPmDjMxP2rZfP2Qc++AH7mV/8JXv2U58mfbszyXGhQpTLu+Wp6gvmAq4ARsgiHd1OGF2pMATS0aTxZX9Kvwn/tIb1mVWk8KssVETrsYcftf/6//J/tZa+/9n+3b/4/9phrBo9dua4Lays2pVb03ZwuN96aDddObyEMfKZpWX0jbnWGL5qHRtmMt2JQktTuhIl3oK+lV/usgD5Cfy9tlSJqPYsMMN1ptDDbTt41DofeNR2JOLfbjfOmNniBFcQdg1Y+8CQS2h2aSTvKpROg3Irag3tbcD39FrzcLOt942wjXILAQ0ASC70UekgUi/MNJLepuvXb7ZsbYojRg0CR3xBz7uTKu5OoiXTCyoiKhkoOTSDOfRUBpWfKud9Z3d7amZ2e2N9taWnr9Pa2TlIYZ9DumU7q2zHzc3bVvstSw88gl44OkvSDdeqVStaPl7f7HEy+EMPaWFHoQ0Yj1c4YRKMaRs8WAUHA5z6VA4dFb/UmMzxB2nrwVAxmQWA9eSan7bgUyzIraoAtQ/rFx1IW5vaso1ZpFAYTlcu+uw9d/2ptcmqIuYOBlYdUB+ul6fqEKlhU/h3oPcKnKerAK4cSGk8pWPzcRdCF4bkp6n6vUqUVYInkJPFkPWFYAUBCck9qGJAh2ZXdHd7e8tGYXx+6DMftANYvZkaX7JbU1zshBDqvY+ftaNHRuzcxev2n//kuzbYNmgffs/jdv7GFXv5zQvWj9m946dP24FjxzB5tcAubHX5FyvFHRNOcVQklUusn+voohLQjjBOl0ZIfaHeK4BrLavo0rQkRneTnfNVbrNdhQXaYk6UUF6umUstHnzwIRYuh1ywc+bIAfvoEw/Z+esTtgHP9eEnztqxQyOW5jKRaxPztOstG+nrtaNjA7a4uWQvvXPFLo3Psx8UiYMCvDl/yzZ5WYAcdHqpPkUBiuoD6sg0UGmgMVpaUYQ/dMRSDz+B7JV3DB1vTG/b4M4qq6IuzJh0BhOVWk9NwlPSmfbODuvt7+GUMdLhpgFrOvWQLaSxEr8+w3s7HU0SO64DXd/cnVtbR+sezeBG7CPUUejqa7jBKe5m2qmKishHmyhgXlt25te2dhdW1214pD+1wYe+pt0BrUrXprlb4Ly1DCKxGDxkzZ1Sj2kJdEB9wpf0j74II9zDwbf+vn52C2SlAQoId4si6ofAsj+hoHuuhhrYEykiQ8QOY8g6El23vADTq2ZTW91rpuRG8rpR5dCRI5WGTV31HlSZfxHJKasJbWDtNwJVhTiyYFlfNaXeF9g6Scskz3hyqd7a3E6J4f30c0/ZodEhO39u0l5/8zpXY+/a2VOH7cihYZuZXXS1IenvtiLNHB7otY6uVrt69ardvHGTHTU2VzMdLRf/u+FNC+lW5gtt9XcjEZXlBalUqsj77YJm5PQ2wr916n1pfYO5L20bIZcrNki2NKTmp7nsxrm37CaHC5VuoLfLujiQtgn8Nozx6Fi3nTk1bFu6aRL9L9ntPnVw1B45e8iW0ss2v7pqN6eWkw+tFelP2fooC5AFDX3VpyhAUVlAgzNyhhd9oKZmNLfbBgaseewIq4gNqhRR++qsjU/fsKmJ+d3Hmk6lBjms5rbgZBNTW5F0rPnFRfvui69iQ27J+lsH7UBP127HwCHrXNlGYLFl05jdfeXmdfu9599MzW9upz/2kQ+u9nZ1HAomv/3qhnm1lvdaWc3XArVvGdVC3B6l8TIjfN3tuv/MiYFjx4/Mf/t7zx/7199503706Qd2jw32YCqnNZVGd2lqcX33woXX7Hr6YsrGTtqZ0/fZfWeOWTsm7HSKSfqjUrNZnlmwV995x8bHZ3ZPHTqWGujt0yV+gQqO1HDQy0IfCmMCuxgCYc+nlEtokoSgUhhub1yFxFYI5mXxjRh8fNL1OaXXj/2bjWm27KbQMcQoCw0ZhOfjv7dCya3vnOFQOodml69cBuaDIVysVWPeXCSl3mKJYt5SKXLjqktUCF0Ykos/+a22VMVwFcFWJLgQSxYw6yuEKh1SmLIwJBeDxjbJmVJI8HQgbXUd1SD0d9P6oSGI+hgH2gKdXumEr6OfKysNPQikhvp7uQ11xZaXOUOhHbR3ldOgEuwatSIM6UOiO8JNrk0t3c7wJ2wg71PpsXvMVLTCQcFl2ktSWoT0nrduro073+0ibmlxgVtJ0cVlIO7n0JqGzXUWvBjcRAJM27cEetpb6G7vIimWHvcG7S8hktTS0rs72HaIuZyXWHjGWxYgAylPddA5SUu/7BniQqqd4W1rb02vLq1sT9ya3F2an7Fu3cSCYPbq+FX7nS//R3vx5bdTn51+zvqO/JiduP+YF1zmo+anZ+2Pv/x1+xe/+Tvb589f3R7tH0099sAjLSf7uu1AanE3tTFtV9i6/k8vX9i9sbY9/2Nf+Pz5H/mBjx9ob2s+HIrjclu+ZLVUVyvVQZfMuDByT5EXZld9SDKByaHVYy+TwkcgGN6OseG+03/tF37i+f/H0vI7/6+vv3rswvhMxwfvO7J7eKh3VyeG37k5Z9+5MLF7YWZ5K4VZu2eefqb1l37iR1NHH3jatjvpgHBPGxtb9sIrL9tv/Ot/b1xTnPqRj30GO5JDNoqNWIYCm5ydU7iuYUzL3m9PT3d7GfoSoquomSpAEzIqO2pUh746aKcnIYnr8NJqPg5H8VV8mc7kAq/dtC30dNem0raFnq7UmoRTqicF7h6zW1AlkRgq2wQpW11ZUT2W3RWL0hQivYNDqiY6IUFCUPESFwEuElwczx7GFKdFxvL9U9N3JvUGN0PGN7bJWJpGJ17vnpw/2hmQ+phMQg7C8J67OG7zS0scbJIw4d3lVGYxid3sDvbwxIo3loCCG+b2u6Ral0hjc1U6uuxkrsOU6jCh2kbDYD4DLtoDhtfs1uSkzc3Puy3gftpNO6SbCIZ8rSNpBIOprohWu/qBYhKL6dUVxESyE5pC4xTVQYpfenhVrpW76qArxNsQpNUjcYb3mfe/Z+krf/r1lT/58ldhWE9vP/7oQ6md7XTqy3/2td3/8Kd/uju7sLC9/IeLTb1DrU2/9qs/m+rh9qU04vkXnn/Zfv03/uXOrcnpyUNHDiwg0m3+j1/9o8PpjU1YDwQ721upTdpoePTg9N/6tZ965xd+8ocHhgZ7TtIe4mZqd9WXs6a8gmz2KbMCCnPzzX0rAL7TApzF4X7wzs9/5sOPHhobeeN//af/cu3L3/r2mT8+d40zFm27DAIp3Zw4PDY2c+CBU3MYdEj98Te+fPzg4d6OEw+P2dnRUy4Z/O7zL9m/+p3/sPOVv/za7ubG1i72CpuGhwabPtz5tF393uXdP/jDL9t3vvfa5vHjR2Yeuv9s74HR4dE7rTJK09P4li2KsUhEfBD2hitNcCbWYfmSNQGnMS0mE2Mbc0zEW8TwvxyjW01emUzvCo8quvLSsTgEOqgz51hIrtRaLCClwyokFuVd3hsWvkg7Vlw1JdKXiMpFXzFgbrKGvlVJQ5XgCaRmMWR9IVhBQEJyDyoEzIRkPMlppeXt9qvDrhUd+NT1wvoGFaxdAUkQt5DuihnqxuTVyFC/Pf/y2zY7MWFYRk9GfoeHhkUOGPo8WnVcSMoBHTCIrRFgHsxev0otbAtGdJ2FyCoHCXUgbZP6l/qdqy7oYy7iNP7KdvL1a9dtenraTZH1d3dyNkXfvw61Bfr9YmIBc0GCV0SEknAx/PxrEkPMwKs/CbklhSWAEVQ5ZHL6nNCqkVWdICe7Ui/O8P61X/jJfowa3/zH/+s/O/Rf/7f/U+exI4f8gNClqzd2BgZ7r/30T33++reff2ns//lP/+X9V67etCOHD9oyRpK/9vVv20uvvLH9P/4Pf+ftH/vsJwZU2a+99c7zb567mJqYmm7hzu7ds2dOb73v6Uc6Hzx97FRnR+shqrIGZnfvKqBU5bwr48pWZVmAiquFD7mpJWXDH3j6oSdO/L2/c+XF1849/9q5C6lbtyZbuNpy58ypk+lHHjrTdnBkoG92fmn5b/93f8/+xW/99gM3OVn8+CP3uZTiz7/xXbt689bCpz/x4YsScbzx+jvH/+E//ycH/u0fH7K55dnUOxevoL924vp/+dd/cersmROPMnZ4n66YyNsKWGVdVwleadEiaUA0fkbp9B7/KTwDq51RInVZxPoskgykutscSnTmmfACUqOEQhI6RuWqXYBXVFXuCmipPKlDKn1hjkFIcdy5McFbkCYfF6bl0QJRheoXuhBIZtz4bXMpS9F+nZtThOD2PgtpKgypjsJ601eXWynoAkoKAoqlrhiwAAEMLEICmCd2VnVBj3qkf2s83TSZWBysi6aYXhW+xZY3GoR+lbD0fgm0BRjepfGbHC4f4lVnHmqnp4DAPQwQmaJUP2frwrz0iUThwVMh+V9XCLwHD9Wf8hWjuwaDu4xUXdYXJNH1r5k61z/BJDmFi1H2CyXw3xq/ZYsLc6ihtFlPj26b1MIFhhe+SpfxSK9feUo1QgxysFAOSqz49O5u0zbS5UJXjIJCSIVUB52Mw0OrQlQVcIlMS0f5IHrq2MEH/4tf/dm3Hnrg7Le/+8LLHddu3GwfH59o++Az71n+8R/57PoH3/fE2Iuvnrv1G//sN1e/+pcvDHCDVi8i+nR/f9/cf/93/6vpX/6ZHzs42N/1gEg+c+roymc/+dzUyur6Ko3Q1N/XM8iyZIwoeuL+FKp0kfc39l1X4pIFKowkBEHfbt+hsYHHDn3yg6ufeu59kytrmyvYEGzt7e7qZ5QeBqTlxNGDq//j//FvP/8v/+3vLb746psHXnr1jW4Y3E2Mba/87F/5wvhPfeGzXdwilPqjP/naW7/3n/54Ko0BljP337f5A5/51PpzH3x6571PPXSmtTk1WLJ1C8krCV4QmZg+CEyMykdQBqhMdD62Ot/juQV+TRVRqJhR2WPRzU4aWuVTpEyM6bfNaeGNuUCqu7UChAZ3gUQISK8BWS4IE45cl/+eG8ubAwTbuFEcWeCENzdcoUGcfDEieIvyCZ7ZuCy80uS7AL/SKIWeEZ4AMotH71GccGbKjV+HUuSi+ABPLu26SjTdvGEdbFnny9906pyxtojExlFX+CeX3qREpSFisTFv9XjCFGVwRHgrBIvASzyLYCoSXAJRQ6My2Wc8yegXFxZ319dWU7oG1zsTHUl9SWpDssHLbpre/CPQt5rmXfq97agwjA5hZYmrhufZLp+emeZ9CKaZngkzle2ZyfnezlCVj+I5k6fqkc3/DtZ9Yu5uv0N1gc9yBSZXv3Xq0i1EQKgvRMKBUHTnu0y5aC/B9rVzwM46bXZ21jY31uzgUA8H1lA9AYfOumjkdJwkVH1oNPCfZlaQK06WijRMLKAHDHhWtyU/8yLvSXQWAS0eXDGSigGL51VjTCg12G2HIXn8Z774g6uf/dRHbly8cmP27XfeWTp7+kTnU48/9BjfxuDHn3vvSGdHy/n/7Tf/3fK5dy6hYtK19aM//OnFn/ni5w8P9HWd8o9NROzuYAGkqbutvyso1e622ledVmon7g/nAAXvibt91bknxclFejsLV0PeNHjQ5irF7k4XNptPtvZ2FPYN2+n66AeffLq/r/v1f/6b/+7qa2+8PdDb073xyY99aOknf/yHDmCH8D46UfNP/Min38G+5CSHLO3++053Hjt84Gxz0y5qDLXsHORW7ffrm/T9vJH4QOXE7PbtbtnTTUgbmjGf07SBWTgNqjC6bJ8uz27bCtYX0ksM8syzkj2GDerp/eSEGj4c9D2QP1FHyD7F+AVSEsEoPPrpXS8R85hNkxsWhEcMZPSMM7+58BGlAfqA6jhuzzf8kw3P4g3S6W9uWr37xOTPEAGPiP4oJJdehe76jUqbuxv2neZ1m1KQJjCYXzlNYkykapK72AVlqbYA2VRZX7U4IvhEDImBUYr8Z1XA+Ynrfl9eXrGNzS3ue4Lh47vSp6XDaRxX8m1vfZdihiQtbOYAzg7v+q7buOV0dKgPSW+rzXJphaSIo2fu51CXttG9q9VNW8MRqGz8U3k0JLUz1vdj/rSN9ynKo4sX8N4WJ05yQ/q5/CTNlfUFqY74LZNQ5IypKAvH0jiRQZsFlKsMHViS6MSWbh9tyoEzm56asvX1NRvBYpFs7G5sBvq6GgcleJDoSBJh3/URx6ta0ICieA3OO7up1ZU11FF3sBgQz7m0v+66rBhBxYClCa4jNr5Nxti80z3Q13H/04+dMf3irjm1O/rs+x/Xz+s5HpcQoOicKqcBct5z02ffbn+VZGlJLFe9BFaUPhco9y1O3/7766IlmzinLzBI8K5BfLvniYdPP/O//P3/LqFgQeKRwd77P/fpZ+8XQBCiv1nECQlLBtWeUmizFJTM5I6LzC01lgCCJoBONYxkRUNNm/ax5gkbbFmxzXY3jWUr8zs2C6O7PM+WGgrYzLzh/TFhczqDC+PnrSlkQXgYS23l5gtEwaAQwSpOTu/xVJE/ggvecxnSQqwKKZ57Li7PNu9PlGtecM5rRGmELScy85KEqRXmdiuVtlbRCIBXIxSr+phMsWiifUrOYiYlzmAu5YkljHlLpciNqylRLor4WyPQVYWjKuA4paE/mz7rK4hKSBcPKkiZbc7CqHhC96PLybJn2w8yifeRU/8QAyTDNGg8eL9xfVEkVLp9bQNLDVJ/GBrs53LLdpuZmbGbqDQ8CpOcYcwCVHfE30hFQF+rysE9VUimW6wTG+x92NHVHQBtMHalv7DGF0Xfo25Fk06uGNwV6JB5MdW7xhVZvpCSSVIzqkxy+kupWNwGF2F0wrjLOIAYW+nfzmEbWYsR3XQ7NNjLhV4tbnlDzLTaKmxy2pixN1gEO1ZfZBMvfW6sOTSr3V3nX52jhEuitQR4YVRFCCoCKsS9hyHO8N55ZO1hib+fUZdt6NIApWO/nyv2dpQ9uTWSQ0vTt8ZtPvnjo4ZLJOcM0Du2OJe2uSk90QvEtq5gZcVFY3kwrAaTbZBLINOM05EVT5YehEtTmY0VFuGPnhEVWYgkX2bKSIosExaljYPFSxiF11Y+TeGwMhSjMB9NtEh5tQZJdElUJAJ+Hwfe/jqqnwK6gVZs3sHgd4KPTG0qBoj1kFQbxAxJN1cXPXHFpSTCLvHt6+m23u4OW2S7+8bNm8AGEsEAvrY+2+jupBpS8SS7lcpCJ9LPHpjcbiS7sr2uMWed8oV79Y3OPhmf54fFC5jIdaS5S5h9c4muLxiQufqgGdRfqRZWXMTAuyUJ3fjGtphSipndwAzsW2+/bVPTU67KMDjQ7SonqI669Dhg8YGWCoPam5/+yQU43EvcjowNqEtIV6WoK0Vr0URRREWJKwKKMO7rMy7h3deM9y+zvMrPe907OqIu2cAcKqI9GSg5tIG07TOqxpWncZj2tApyyMx5qSzbEklcRRQsPn4LG7DyS2o0eXPbrl3GvudmNlzxEToG12DUVbqY00Acubg/Cqv3GeGMnuXxRRSXhyyEqCdtIbZ4SFR9Kod2JYOcdJAl9AWMTGMIKIGlRFSc3IjA3LDYWyGevJC811jSHG8WLOvLACQEZeIKPEWAiwQXJI8FFCQpCIgBl/FmkmY8pRKIyfE1j9/ZxNVN4TcaSEKVMtjqVr/hMij0djX7yF6vvs/urg5uaBtAijhhU5NTHpf92Evlu/dxYuBEo8ab4ArgFsyLBVv92vZ3SXSxQWYPyRNd0std3pD6giwuyNZtMKdrUVHOBeWChacMnahk9MDAd+m2N6TWfkiNAgtGbn193W5N3DJ0tH1hMtTX4xXiB9aIl5RehxXlpMmgxU2EQxyvpLuu10x2DNloknmNOnz8T0VdLZ4g8pdNWBYgwtSwZ605fh8wvA2r43uIStZArV2wJNI9jayK4qqAKyG74QgryTQRZhvdr6SIuem0ba4g1eCWNB1y0aTkVGdIx+P+QF8pCM5EgjIRbVJWiWFKHccWB4rHRf76cotj32+/ZFv6UQIKrDKrLPqxfZliWzMrJN9v0u7ld0fUgHRy4WOc//N+QucQc5uRMsIPq5cIoAUGSzd3SUKoztTBjV1jI4P2+rlrqDRMOBMWXcd+Owonfiz6rlUWXf/bhepCh35s5WubX30/ctH3EL3v5VOf2rokuqgsyFb8BioFOgAomkWrxsBiLl4u1W8nP5WrE0a3HYkud3tlyqUybZBPGmZ2YnHJxm+MI+ndRH+304YGujwLXRxCq7L3I8m3tzrvAR0yPeedQZDeF4Iol/QrUZ6L6jsvuPxr2YRlAcrnUSFEI3JqGMNbmpjSsVF5K4OKoCt51o4xMWViYCV0hDD1pq8iq7sLdB8qZh+yKFnnZfIvE10SdRRZK45Iwhvh0aCusXYNkwEckbFW9M2i4TaCyTyBjc8ByTREoRFk9A6WmDeDM/QIOik6CouwCTzuD5M39hFlWoA1iCgaXQAfBuQlUJ0jqAmc4sKZNZhEQ1FQGB098lBEwXnP8lDFIfJi8l7zMkpoqzIJ8hGE79lUWV8R0DLBWcYqB7AqtFUB52QTvBSmz4RkPAnJ8oIyJVG/QPofvMP8IG0U46Meor4iyV8rEl5JI3UJgSwHYLvcGV7ph04iSdziMhPrCpiqvGz2/NXpJBfJK3Wxgg5ucZLZuqGZA82ERh/BnpOSyUDNoDFQOrpuXswPo3Fxh8Sl1K1Xuf6UcFG5AtUFXW3cYr0qGz/p6EZOeclsma4MlorENnCTXM6lq591YK2vd8SwbGW7mHjUhSIII1Af0+irlJlewMHEkAUGtWpN+SLaDYT/6ggOrb81OE9dKl1ZgFKJS8btHeYg24YxvCVL0cjIva6RRtLaAFzfZ8UtXmOxioh5i8NXFNM4TBVld7uAyhQzHB9zqFMSv4ZUd4lrC09jdhyPBthYCvfzJ9yJD+Bj8fI6zlhYhDKOJxMtXDk5ZGJy8GgeivAGz2BqyELnkRLPLKc8RVIA40m8YLHMBO4ZxpEEOOJZRLlnoBTJS+YdTxsSOclx2pj4g6mKVCESJuIUv31VXQxKsQd/M4WuA3cVOKoALUJQFkPWF4IWBBRBUXdwkBFSfnWNlJhEbWHLAopbZAilhm4SC+YIgaFLeHV4SUyVbuFqozONDPZZJ6oNi5gmW7h2xXp7e0EGcNTh6qazNAJn1VwCDX3kK8mn6+jCEDqz5v0998spjbH+WBVdY98GElyZFlvmkJ+rLkQHxWKMan5uahX/lEkvPCqDTMZhoopyoaOLkMClsOEYJhi08f2w2zK3hyo/tU93S6+tcafB9evXkcqnbaC/x3q7Og3TnegN6zY9LVgkcEBqz1/X6QdZE+3unC50iExJlJH/N4W63AUS3nz6i76rYEVdyciiqcpF7A3W5FyrYHj3k6w4sQ3Mt0JUFYLFiczz148hD2GFr8n5JodWiDICawiS2EQf4a372SDCStFRIosSUSUwVpmqSvASGRNViIxBMjPd6ECEJtTL16ftn/y7P0EprMUN24sDC7bdhR2f3knlCT0k+hPEKyKKkyxCTrnI54ys4/OXIDZ6z8RHcDxjeQWY+BtORtFkGYSHsMIo4kInX+Y1k49T4RAOGQIFcEHaKDx6gsUlUxGyDE7hD2efYG1AigBFQHv4InhPEyYUBQJrwUSUVPQmkPQovQ4VBXWEn/bAzFCNE1isrWNeL/S9PxXXQEHVFQQUQ1UxYBEE2fRa8+g78P5OX/OY6J1vwRkqMUIc8NICStvhYqh04xp3dtkIOrz9PV22srpmk5MTNnLmrLVwC9uutnL2yKlvOyMu4ujY0l/VIbRuGELR2ErY7bKpCx/pDKVbXECiK/UCMZNerzCPpVxQruDb1ActlQwxuvqpXDpkFw5Pjkaf7xo2kZc5CCHrDlI1Ub0oPzGu0uGd4FrhTuplBIsanR1ttrwrhjcwedbcFCwKhMyrksU3duwDKa+IwYXjIJosXLPG6TUvRxBV/m9J4JKR5XHnQTQWWx7yCl6rYHgrwFYJyB6XeI/RV1LC70OYCmq9ApA9q7g9ybsKpGVAy0TvWbVEiHeCAzG+fdbCYHpgsMWuTC3Y7//xtyOQe8+G1UA4Qzm+mF9eJsChbiRFjMoIgZyFloRnL3V4K+57FQM2rKIKEVVFQxHgIsGFme1NSCb7jKeafHaQ4bEUCvkxdRlJ9iT1lc6umOImpIxtME5aIaXFMMmCAybKRwZ7bKCv26avYakB81enYbL6e3r90opgFVYNHeVhfaHmDDimxWACpZsrXdZOOrcOp8V6fnlkDYTQrWhibtdQF5AEVQfTpDag5nAlgTKEBeVSvQfmxaR3rMNoXejotlLOuNvie16H0ZWaRGSzV9+z1ru+iKcWWkkv83Hj4+PW1dlqw9hMbqOuxLLKygZ2GoCBMiVSo1KnLGvIX3lpoUMg7R8cWtvFRLMkzmKLK3QlIUtGVpgBJFcM2WDAhIyrZ3gTkCQENZjy24HudpVqj/Iti7YswO1ohHt5FtRAPe2UnFZSAUkk2Dmz/s6UffhMmz1+mJt+wplVqeJDaOAPJgknL4Y25vU08fcINhtWiCOej+Aj2Hi4wjSmR3OTiz8jQM8kShfDD5DDhfF6CGc8GXNM4MLM8l4dOAgLY3hkYKKkEVVRhPLxfyGAHh4X0BaVS88UkqGDfZzobk/Z4sYObeITWqDSEEueQZEXVvQ1RktRmIKI6hIVQueF5L0WZBcGZMGyvmKwpcITUycGFsNSFXACksL0mZCMJyFZkSCXBjY170r4KHWGoL8EjI9bDRBOAiX5a29rxxvoiW6h0iAmS6bJepDwrq9N2LWr12wNSe8gTNoOF56on9XrnMcSHhGGE4MmxlYH0CTRlWS3VcTfBqfvepv6kGRVEl1ZXdiAEWUp4F9rwHwmExaUhr/+P5CwR/aBu1HH0K9V6gWh0xjDvQ9uo3cVae4yB9HWQ4muarlAog3zvTw/Z5NTk3Z4uNMGBvqAkQQfHWzSi5+VqkSULjpf7KotIspxwgIzgHs6isRbEOGxJf4UhSoaUQJZYVRjsOThrRNp9QxvXv73XveuBups24YSVhctJROXjAzKUAFIQwtbIbI7lKwKqc+Cca8B6nzN6ZsLbPNxfbPK1SZmlxFag7Sc1BGiYT2Yt5hsgyiPiOA8LHxxqUSQWkNz4rQqRjvjYv5IDcKD4uHyi0Ce8npU6HF/FBEiDcKCFx3qCBLE0oZw/oD4zFQRJnTUEZJ4gyss/h7hiUqpAivM/2QBs6oKupsp5sK3HQ7KyCSZn98hWswKN2YFN3/EwBvhzVLVCGz142gcPfViKpG+RFT9NRDHkJ+ROkjAcEUfnLqaf4s8A6YOhpeATsx6KU56vGKadtJt1sXFE33Y4k2nN+zGdRhe9EZlNaCRzhehZCxzYpLk9sLo6iYxHdrKjgWNzLE0LtWgaJLFhWUxurK64Ewk6iHQqG9RtVqJE5yqS4fQerB60cEhu1YxmeH3HuW1IVNm5CM9XWdYU2KBGStDuExevIuGDW6/m79xPViAnDlo/b2omRCnoUqHDpVvu+s5RynFpGuMCOpU7a5+IYlF0GM8PvBGSfKfRWOLRuRjKPneGCxhFg1FhvpYg/GVrIjECaJkijzq8l5LJq0rsv6MCjAUBFRJYL3pq8wuB7xBeTcITYy02jHWnlLZ15c6VoCGeeuh6KknHt787f/4Jy3PXwoGWOHSr9xkEI8v8IcBGudLzquxhDFvpl48LBaR8eLJ+EPo4D0WEasU0RF3/poQlgnKeJy98KRumi1CQnwMJAoNGJDwTfEOEwIG/uAlYvTDKGdQ5NfCQoddtmB8N5DOra9vNK/KXlHMxYoVC833VgaVnyp4z0ub95qfpjA6LyTvNT994XtCgoSgwnRBSBWgxVBkwnNw5bxkQBI8FQMmpE0O0o1bMG/sZMN1IcWNnB9co5dpYaQDanpvhyHTlrczvDrpT1/q6GC7vL/bOtpSNoE0UXqjjiuUyEb4qn2KodRPHVhb8d1s62d0dGHoChi9ajOoEN6/b6olqnnXm6XOViRhhQmVBYZIFd4P44I3W4uFmUjHVk7sYxt12d3Gj0VDO/Wv9zgDL5Z2A4Z6ydUkNkNTZrodRP+SFhXCSgy4FmfnbWZqGknutttK7u/pRK8aqTyLFalDaJctak+VMWJrNRZpDFEZFC7prv6pLdgNSFbMjipHBctxRSNyoIq91Jc6xFoVkqqAc8iuUMJbewY5uZV42fscSmR+L+peDbxba6CCD+uXfvpHHzp29MhfLCytum6DJk8NotIJ1IgfTGpSCWByc5GCkEoKIckSLJo8wUDrtajk8mjSnZ2dTk1Pz/iEDB4dqIjh3E1pEtINQdrCY5j2dNqO5b9gfXz3/AUR4vVBHfzCp+1d5Uestv5T6DKmdpngPS9mFdHLoS/XbRNNTAZNbG96Pj6bEQYN5CUYQeCEbxsTPwQIj6YUbVOura00cZORwv1HfsIb0gy94OECWJ/hwrggvfA6jY5ccMrL01HPysbxeaxeCISmpo7Otu3PfPLDmw+cPXVccffc3VsDUdeqrASF0PQZktLfYYDo9I7GmS51IHqS1PDFKDVzALIdndJ2rq3VbgG7A8G2OPpKgwM92ORtsZuy+Up4i19QURlFcSh12IhCZ7BhwKXLqtvRZGZMTKF37niiffB7PfD1rVNVi2vrfkBsA3UCHcSVE01xRtUD8/5EZVM9t4FLTLzKJcluh3SPw4IJo9pEdnqlsrDCgTTlJZNjwuGDQJFKEDmSyIpJnUXCO35rnMbbtbHhfuvBXJwuVhT+zTRXQ4OoiwWM8lVYMNqE5VCg8uDHwkI8tMY3xhe0NfKdEhe4xMACqGIB9aUGa8UIKgYsRmomvEKGN4RvXL4ZAhrpySUv962R+ewdrj2iuSza0gClY+upjeoxV5+iGH2Nw1QsBw8vyKYgoGTy3EGhyrSlMWdiu7vaD3z+M88eAHt+BtmZzaPCmTaTMvQ4W5oNzOBxbDp0pesufZiPA+XkFcRno+WD4Q3zz4JqfM/gz4JnARTveQWRjgKeNwvqPofPwEX0Z0ubiXcKmEs42LeLVGx3azPNnBKw7Ux4zG+w5x5AJnjkFd3EBeTrrxzZInHL0CErUwFkllylRc8QqO3dtbX1rbHRkc4nHr7v/UhzOvLoL/Maq46Yt0yiOze6EWWoGEcWMOurpmoKU2VCMp5q8AWw9ApnbcTjZBz+6F09TMwQdst8C1wn/bVAXdfpR3qd1Ar6+ztRd2ixiYkJN0+2y3dZrfN8SCSGTrql7TDS3TDX+bqs1eKtBT6qTlWJ6JIUd4VK2EHaurCy5pWj+qlEypzBRQLtsOigncok02nyO1cZEqmPeZO6W0XlYJmFwzqS3bRW6KRTfuWYaqERzWJ4p7DOcPXaNd52uXBCpuPabWtx2Zn09BYLGIQGzvA6gfzRfwgoHIkViFEdyCA+27CeTjnGXWJgHKCov/aUoCybuCxAUboqjaiO4a0Uaw7c3hciJ7u9enmXFGOvquduwltVU1YFfHtqoYEkahzOOg2h7qIcomcWJCc6Lzga4DRoV+s8p+yfapM7vCaGulyYPsLSg33Myl2YKkpMwpi3AjSF6StIVDFIdbRUjLZmwMbR0zhMNRdmDxJKmiiO1nU39VlSzMzHip/Vk3ZIxPMgxUUiyfa7+v/a5ga7BTDDpO3r7LRBLDXcmluwyYsXbGlqylKt0VqqdL0JlyCUp18BDCMohlC6ugiVYfJcprkHJS+PUhoekuIuob4wB4Pf0aaBix8MZSWOtaeDuf4zzK3s6Op64xa4V0mwIyeoLTjKVawqLJGP9IHF6MpJYptpDw8p8wfcuhFvYnrKbt68Cc0tMLy9PNuQGEulQRdhbPsNl2J4tZihGX3lLnoDgW6QoyiUJFgqDqhCcDNjyPAGxcojJDEwDyb5teaUJROWjEwmpI7QfWB466DuNiTd3+rf+wLufXn2Poe9r6Xbl8Oe1l4O8pyXPStwI3JpBI49K2A1iGsuSJiw5vQhkfWmF5oyOAqj80LyXktXX1XAiagSMSQGJiXPAmZ9IVxBQOn0SbGVhSVnJLUbWFp4Gpn0ilgrPaMfXmeEOJgDE9rR3mlbMGXrMIFif8SXdXNobXiw23YuztgUN67pEoreQ0fAADMLc+UcUx6R4gXF7Ip51Ja+tvY7OVEpSwViELWUDWACxi8veUNePX+KKdVUSTYlRY1c5FWtiSEM+c/gdjJxgMUcsBHFfhEGzKcuw2injGLofYkufEIIGm525rKItK2kxeiGqguEy7JKQA8AlTpUTWRVoQXJ+Pz8Ar851E16MRvX4wcJtREkfew0DLUOAIrhDYoigsJMYkUTMywaon5Begn3E1xiYAJcblDVqcomKAuQS0AD3+4xvA2szABVsBLOQVtv+1aUviKgHLLu7pcKy1sh2J7Uxe3Me08KdA/p7a6Bve9SsRxi3r0sd+OyaRymvSxvcdzF6Zf01iW8klo61xfA+ivMjgTALqmE82lF71QS3tm1Db9oIi0GCo2Irs42G+QmL3GoUxyUWlpatuHTHZlDUvlb8eKpJFGWNYfOkCGM5MHxMghuP1x7JxYMYErdNFdYVXroJ2avBTNrbZS7FQZxZwu916bi7I0YRF3PK31jSVe7qEgMMRY4VfsG9bVGBa/RCNz4a7vsWIlJjhjMkJSCtEUDWqRr3eI2kmemp215cdHOnjxovX1cEQI98MMu3V1Hktze2g597aBiWZLJKJA8qwwBYytK1C/oA9t+PiHi5UMSMgmLkpQUUVOqkolKRiaR0PCw4j2i4VkVR7gv1bAvmRQv4/dtTL31Hksf89ZZnRViKgFWIqoEbbmpct8SkpUFSEhTY9A+ZlUFhbeTqiDv2igoTFUYUkU1hKCNwCFUe4cnD3Pea/Ulro7YxOwSA0tTUpCkIKB0+nhsJmnGE4+t3M+RTBgaFAdg0py5QawXMG0BUypBZCDdxKQderVSv5meWbAldFklvJWlBl38MIjZK0l0p2am7fybryMBXnMppg68haLKDFHip6Sn2+V2dJF8kreKETFedRYpk09ZDxm1Qvs66hlvvPoqjPqCiZcVferNkMglG+t269ple+uF71hbd5+lV1eoGG32JzvF6KCdTKdJR1eMfX65dFvdMnq6stsr/WBlqHTKt9ayK62sZ4gxP3j4qM2y8FhdXbURLpzo6ugAPxCIqnVD3iaS5K4OGPJQpcHpI2NJezOqFix+VEwxyl4GyAMOYuVqo7LqVEUTFI0IyLsNf+8Ihrfx5b5dFX278m18DTYa472aaXSNVoNvf2o/OZfk0GqovwdbTQ3UU9/1pK2Gxu8P2ExtZjy1l5ujkjC74nLBEf2EDu5Hh58U5A5PCzdz9XV3ezgm7bDDK5Nlu36rV18PprXasZ6CVPErv/1vbe3mJZglsQFi5RIIhclthRnUFrzvXQKSABXkvVd/yVA6srKAsLK8Yisz4zbQBT0hye2IndcWpu0vf/+37Ct/9BUE4TB/EfdahCbVl6sVACtGX+D5e7PSm5b+s7hHld4rnoSZui6Cu1SwVEPWVlZtcGTUfuG/+W8tTftIbWJ0ZADTcW1eubKuIRu8oqld6im6EQgn+oK8aQ+1iegm3OW7+OU4CIuVhmDp4wFV/BGuqlzRBEUjqkK/F8B1M7yli1Y6di8KtCc4b0MxGpFlI3D4F1W0UhuSQ1HsxfOuMN8KwYoTkBSzJ0iTMsoLu1355pFR6auTe/tolt5f7Y609SRXxrH0MW8FJFUHXQHCuwQkodwJQcULkwCcEFRV+uLACTFVZVZVescMwyuWRkyaH1jiRUygM7s8pc4gBk39HoGlDfQE+qDrG+u+dS6VCKkm9KPHK1uv83PzNj131TpvXjHZf5AeaJJTsIxA63Oqt4RJ+KsJU/46oDbKDn83txFmPnGVf5treGGE0xvjrt4R8n9F0UfFjZcrXj7F6z2jMxwlKIqxsgjRlUb4vLE0YdPU/SIWGWQq7uBoP+bkpK7BQThY7HWZjaO9OpHuSidbzK2cmF61saxuiFF3+giP+gTMrkwo0trx0njSon8qh3QCEvBUhSEh/f4F1c3w7hup+1Cn+5DFHlXX3Uv5HlVIUbT3aqpo1dyLyKuB29pXbmvmeRWR8HqHk5dAcY1BFRW0IqAaCSAZ6GFk8HBEyqW5QX4BzwPjE8YLRIxvM4fKBrDGIF3e9fVNDj/pAJRS71pvTweWGrpsigNrY02rdoqrxFMdYp6CfJKI9NxKgyQl25Mwl9xKsqtiB9XgrJ0YwAEY4X6VRS6MC16K/y3F6HuqCvEUzyE3Roxpun3X2pG0z81O2wwLj07UG0aHBl0veJuDhjq0Jsl8xPDKyk0kfXYGXX9UTNUBbSo5rxZCzhQTFfzPzbchbw2ui4bQVCWS/WN4q66sqhMUL3pVqKoCLp7nvZhMDbzbavROKk8jaEnEkQnMeDLtuZeeTG4Zz17mdqfhrrfQsfQxb7yURYLjIIG/YsAoadUJPGFtqaI8o2fEDkTv1T6zVGR91eIoAl8RwgqAggtO4JciTifMT0wPDJD/4Hj1D8MBMLYwvEgGdfBpixu70ltNSApT1snBtYGBbrs0MWlbfdjmPTCAmsCCLjpxiXFSKZRj5OL+KGxfnxEBSVUm7QSxe3IRXPBW9G9ZsLIARVEnR4CvmUNr3KNot8bHbY6LJzrb27HS0OcML6orHLjjgBzWNVqxiNFFnK4ZF4+voqmd800wqE/IhJq6BiCyw6uzdmVdUhUmJkoETAxMTN7IwHpz9XosTVC9WZTG3qjYu4PKUqUtUoIiwaUw5cSVTV8aoHRsTk6FLyUTl4wsxNWwkHryrSdtlQWoN6t601dJbkPBbzftdeVP4rrSJ9fkHqBMzqhRoVURXBVwAYX1pS5Alw2oA3EdSbP544vwpHV033ZQAQ1UGlzBQX5xdkRJ71MH0+Bckfax5c+hNTFMXGRimxy6kpRXlhp0AGqot9PWFhfs6Id+0J77m/9na+kass110MMxKZe75QepOe6uoFtE0mQ6uHb9+k1bXlrEckaXDegwIe0pSb7aehULG23opnRwWM+l0CGnpni1tZhc/wkdcWrzFErNgR1egEq4qJ5KgARRRQFLoi+LthqAiIToWU3aJNiwGpOi7qCw/avfO6LQ32fF3bc639d6LZNZmei8OqkOOi9xHa815ltjslxCa0ciKchd7eolv6b0sUQxb1I9FkbnheS9JuFQWEmwkpHFMMbCa0hfQ5LEUmTwZDwxugq8ZYDC6Os3r6dWkfq1c0ILfin8sZXtLwGjKn1Odf0mFF27OADViQUCrjBwfdAdt8W7a21IfUeHelF3gOlq6bCdrsGAY1I+wnXP7XENoGNN3eug2ji2kLdYaYwMDVgPetUux+WEnF9uQVu7dQzUHdQsYmij9nEpvhhegsQMB9dNc1CPG0CmpqdSN2+Oh70GgJhTYGJEDMa9BYBRQPTMT9CY9wh7/NkYzFkslTO8oiLPJQTlQdx7vatr4F4D39XNVzPx99q95qrLT7h/VVk+p/IQ+dTfe7+dNRBvLy6JSG2sb6RkciwK1xZ2cHDNWZ+MZFa3JrRxEEq6obI1K3NeXIntlhqkFzrc381WeYtfPnHt4jtYcdhy014ZxLez0O/yvMWgyobC2jJm1G7e4mXbxkYHdiV5V3tKXUFS+Q2sNOjAWldHqy9axKqKWdOCRq3tt9tFddWExFfSfrjileWlplsTt0KzZBFAFc+oc1WRpB5QZRf96sHjaSNEJZ77o8MrAu4KVz+hBRgKApIqoiKgpITfN2H7XkMNz7AKhBWCVgZWGVS9HakRuWRxZH310lV9+nryridtcUr3Bms8v73PIZ5bWX9V5FQFnJB1kfRFghMQ1BFUJpNYtG5aQ44byvWCLLWl3aRbwfgJNDqbL0sG7TDG3V0drtawgR6vXz6BaTLZbx3g0JpMYC0sLNitySm20bnBDG4qll0dZbqXtFQNiNm9stn6re/M7g7MrN08Q523/uvr11Nf/sar4x9+5tHz73/4TFdLeuc9abfBG146oYZhoeLMMq0k2a6YW+eQxf16CA/gZKVhc1P3wmVdzks2ONeXCJQYmJuuhre6sNaVmIVCDfTuQ5I6S7UPFN7pWXgNlq3G0gClY+upgb3DXJqq25VvaaoaHntHFPOOIKLmqr27qa+52LchYX01nZg6MTCpaBUDJiUmrDB9YUiRpFUGc80scjwY3gzLq5xgePmrn0jxg2tBsFtq6EWPt4ubutbW1i29iXIDZl5TcMOy1NDT3Q7DO283btywdhhe3zIXnnuuITVwecW+/c7S7u7Mhh3a2LaBjmZbONRpV84v24e7W7Y+0Mm1bsd7A54V9WpbXVk49Pt/8I1Dv/sH35Dt3eW+7q5XTx068D5MlfkRN/G1alr9aPZAf1dLoPDdmV8isNKR2kpnGV6PF0wpVwBUEFAqdcVxNWOtOGF5wDIMb3kEFZe2CGAjcmgEjiLkVRG8B1TsAcoqCnR3g97OuiuTd5nofa33O4mWfS34XmUWq9CYt4LcQujqEoV4a0qUTFMZVGWik3EmhDYGT2OwiLwcTDkvCcRXElQnjvzkMLNwN2J4oVUMDzRIKqufOF5thesw0y7nldxEFWoNPd2drtawhomrNCf/t+GsUrDN3VhqGEKt4cr8qt26dcuO27ZbAti+23XfK2mXPYb5s4ndb1xasSc5O/i+rlZLHexKpXqD+yT6aZrjj41gQkENiPM25o/adIj3o9z6rHacXk33TC0sfvD/8wd/au9/8Mw3/toXPvKsGlo62gC4CzR4Iz9PLYXAo6uFubQiQh0AFPvrUPHIgoB4ZNX+qrGVTFAysmLa9Lm8y1xjKqaWSrl9OddCbb1p9ri0RdEXjai3QGXS15NvPWnLkHUHRDe0dA1FVm3lkPltzb9aehPg953+vAzzXhMobFhQo7K60/B4BeURhW1W2JlAwgt3k+mmvr0tBkoH8+MMqzO2HeiAttu6rDTAgWF5DJVRbMC2ttnoYJ/tors7MT5lmyvc6qU40NxztdXAN6d2v/rPL+yuXViyDx3vTXU9MWZNZwZSKZhe51HVnGJIYXYztewe/ijOmw6/bOmOcovcE2MpO9Rt9p23Ljz7a3//f7OX3rr6XV/lROQpsSNQgHpBdLUwF0+g25LXfaJU2WcBQEFAFrYGX1XYBJyYIIpIjKyBqkpVGmrKr6ZENRViTxPd8cW4swlsBHVV46g6QV4PKpG+RFQekjvh9TZQ61nehnzD6m6EhYb9pz7McQ8zLo66eEx+D64cMj9l7nsWT9aXgUgIysQ11FNvRiXSl4jKFqE4UFKM6/BKygdD5NYYnG+SeaqA3RHvI6bJf3APu8271okOb3tHhy2vraLfGzK8MLat6PcODvTAI0/Z7MKyNQ+3chXvjlsHeBdKwLJVvgc+1hmb/+qqLaG28BwS2tQwF3mo/ZpRHeEGZxYaWF3YIiDDnOYSobbEepy3my4Hcek9sFJzEOM70mm75+d3U//3f/bH73vm8VPf+sJz7/uAUHk/cFRhbyFQ4dLhZXETBubmFQfPxhQHzcJU5qsYUwFgQUBlGdYAVUaloQaMd2mSPanyPUF6l1Tw93PZG9pE9yqyodW5l8j2oKmqQlkEuEhwYU1UDFiY1EPqTV8EbVXB+0LDHmeSgB5VBfgZjpzpNL44G2BcpQHGStcLK4nbaJWkVvI+OCmpLkjCu7C0BMO7hURXDBUqD9xGNjLUZ7a+Ym2jR+0Tf/tv2Du/8y/s3DdetHb0Su+5ympgIW0X/+OMHWlrtuH3HErJBLKbe+MMIZYWuD4YRleXRqht1GSRU/ux5jAMZ3gctwi7HnYnlskwqOHMrrcxCXim7htM2fz67u63X7n0gfNXpq78lY89e4KlT4CTPIVEVhoUsLO74xLeKK+cpwjJcQUBObGVvlSMpQCwIKDSLGuGe/czvPtfpzU3RqMSfh8WuVFVd/fjqaLxE0EzgRnPvtRJNresr9qM65bu1p41pNaVuNqi3iHwDS5zVeiqAq68vupFW1H6ioByaBYjI9mhXx8r7incA3fGCCZWGBWEJgN8jyS8hiWGVuvu6HQGWUK/dFpMkdhh47KD7l0Y4lR/f9/EkbNn33nwb//v05/6lWkYJxJGriSZJSMjDInPmlImJkoMTMyz0sBKMX775Tcv/t1/8Bt/tY/rjB8ea9rd3NpNdeJHY8RWucSjHakt90YEzKgqPHLKgHdJfhHAG+Z23bqGFFZW12gz9H0Rzjuz7G0bphvA/HJbC9LeueUT/+Gbz3/vr//wJ5+OUApO/UJSX0l4dWtegSsoWEFAQZJyARVhSARKDCyXXUPi3/0Mb0Oq6U5Fcvs6zp7WyB4Uaw9Q7mkVlEP+biuPl/ddVKj9K0o9OdWTtlwPvQ3xFRenYsCKC9F4jLlZ69AaeYit8Qjlp5/eZWrMX6IkQQS2eJu5qKIF6SHSR8SPYnh9w514TJPt9Pd1Nbc378z1NK0MDo8NPGJjAxGG4Ck8uPARvBQJiUVmvYUJY6mLRGZTZ31FQAM2PwtW1lcET7yERUFiyC9evi5m92MjXandk32WEpOJyVxnUmUargvGV9JdSXr1k19MqZyairOE3H4XMLi6hILbg20dya5g1gmHseVGvGxYmNK6WnZT5Ld7eWrmqb98452/+PR7H/uo6NVPafVTP5EOb44rKFRBQA54JS9lMSQCJAZWkl3DYKj+2+cqKn5FQFEZqgKOEhV/VoyuYsDieYUxjcNUNqvSACUJKRmZwVsZVAa8Ak/jMVaQKSBBvvuS+75kUlmpq4a6m2mvurDxBHtT8L3BGqd7//3ZMmV91VNRNauTmIUoyKEi5yUxSenAetPn0xPLTUwVDE1KZsWcd9IL1EvFQXZ4PQwRr59d0wu/Fripdq6mbUHUKKmfrDSI8dVOSG9Xe6qvu8PmFpY7pmYW55uaWpYz2RVUTCamLk8WbRUVVRS0aEQVNGYpUqJKMf7Iz//tw70wpGJ2m2FOnalFUisJeydSW24FdtUGSXgjRtYjlQcwrvpAHFbjWITA/JJWTLA74sUMC05MtJ5ZlzIkyqlBfl96/uUPrKxtzMoqhwhXPxDHq7YNDjiSSmlz0hcEZFFX6CuJIYrM5BkPyARWmNPegN1WhndvihTDemfUcYygffR+P5d9H6t5b7NKbsTk0L2lpBj2O4mWYjTeC79XA3tZAw39Boogk+ROEjzO4sPL4oGxESi+gNnhqXcP449gm7mOqxUJbzNc2TZ76GJ4dcXw9rauHm61/t5OW1tdaRufnE5jvxU2rRKnHG63q4GGGpIklfJv/N2//+3Nra32B4aRrMO0yn6xGFRpEYhBlTqDpLMKl2SXBtl9Y4rKDbUMxMBi9tiZXrVRV5c3pasziAFWeypcqg7cNeG/fKb3RB9AOzvt/8tv/+Gi4pSGdZDrAet1J0mlwXsGgDU6VZ9+RV1BZEFA0aT7GbFHDO/+FbYROQU4GoGplqa7XfnWQmuFaUoWqWRkhRnUArZP+RZkkxuQ+1ZLOUqkqRd5Jn3GUyKzxkVlc8v6Goe9UkxB3o2goDocIXR1icJCxRLFvJWWOAeuTPrC6LyQvNcc3AXUJgAnBCXhUFgVoMVQ1BFeT+5KWzx9LmOTSyJMDOeSYHaR5MWxpAjzQ2twSZL2pSL1TRQgxPBycYHftpaGCdraTjtjJsa3jZNWg/2dSBg3227cuMVlBduwaoUul9rct0LoWEgeaPY164tBJ3uLgCq4SFQVeLIYKsX31juX3/6Tv/j2M48eQL2ERGJqpT2AdbdAsksNSsIrhlWSW1lnWE7vpoYHO955e9aJdqNkOqwmnlRpxayK6ZVbW8NPeu8HREhSHOELIIK/suN7diC1O724dPytq+MvS6orTOoL6ie6pS23grJljeOpxF+ybqLIDPqCgEqy2FeYmhneTBn3ldx7mTWuBkq34P+fvfcAkCOp7sZfT06b8652V1pJqyyddEF3p7vT3WE4MhzcgcEkY7Axxjl8/vxhwPZn+28+BzC2MckGDAYM5ky4ABd1QTpJF5RzXu2uNsfZndz/36ue7unu6Z6Z3Z0Nkqak2a569d6rqlfV1a+rX73KnVu8WpQ4lSRQksD8SaB0H8+fbBeSM3+mhl4D3RZKL2tJ+MP2oPwTD3F2pCvUp4yu48Dndrbj9Xk8UK4S8BwAhReru3wIBckuqbI8hKNWU55L3b2eeDyONUVjKI0dozw++IlP1VRhFdYFwcBSRAQcYkfsXYGvvLLLXcOKbCS9QntuTEp8+sNbK5bVB09dmlA8HbOyy33IeGIxFvyYB1snMJ3gjTjrsbzSq6bV2jCtF/a8OFBa+u7P9vix+I9xwC8+zC/liMV5d6IawGSWYfaUsyxwAcjEvWJdTpGaO2M2Myawrv7VDi2JoWg9eNWIsqgVLSozy76wLsEaasmgiEBllWO2DFHnuVZ7rvSzrfqs6QqvcDZmNmTW1SgWYcFVskG0ARurVxCSkaTAVD7O2IgE/SYpvE8xS0WjSfvhTbuk4nuAlR91CZgVII/XAW8NHopBu8IqrsiDhzLQy1JFWRBusyR3d0+fPxZnKEK+igikPH9MPDLJTCwPhxz1mAEPLsQS3RKYs0qXLl+5NDwyXtNR5ZDdbraVVTwtsA9dVkrZnIEDr+wKG1701pFBmd7z+tW7d966vOGrn7rXP4oV27AiZaHYMq3w0Qs67kJe3WX7XlZo1R+7N3PjxSXd4VyECDgzj9rLJbo8MLJqbGJ6QBkCwkuDIxaLp/W6mbdT5Z+TkjM1BDWhAVQWS+Kqrx3Hcyi8S6K+V00litHdxeBRFIEtmYoUpTUzY3I9t31mkiphLxUJLPaYnWv5M6K3QLYA5euaWZBYstT4aBFLtDkDYWOL3Wn4aM2akOJZTCgdbNjrgLGnMPDlUsRKb7o4mDWw6YIf2licFV5eUkQ9k3wEMTS2spBf9vlc3u7u3vKJCf6gvtRD8YVcKMfPfPZLAwHeRIaVdrat5W5g213emMZpfrlgZVWs7ELZPTooS62N5ef/5JdvvIuluqwh1Porb1u369wYG2Mrcg5D4qqHBoYwD1acVQWalWoOwp43TaNAFP23zMOmFbLjf5569ZiAgDE2JzriibgYJCruTK+2MuEMQ6YhMdNiioavVsvqai4EIp55WLBmLlhBM5fBkqbIK7e8CEumeTOuqSWBJXBGbZwdh9lRzahis0RecjVbzAqly174KtgXXIy6FMyjYMRZDjYD2YIWZijZ9LTO5C1IlewLETn22aKesMvEsxoajdCWMsis6Dphu+BM+8/N5IAMao8by4MBOIhlV1XCthPABG9eg9IbhP+s6jK/Y3B4pGJsEuqXjlgXTcspG5IRoC5mi2aboSPOXRRzmAEXG+QMh0wsuwoGCBCPnTzX3hiU4PFCWd0Vnhaw8sr2uGKlls0YsIILBVg+PSJLHp9n7Keff9MKPZ/fe98NOzevrj16dEiWoSQLxZeVXuHZASYRHHg1lxVoXvllHZe7W6zysgmFqcK8yutHeYdOdbcKRNDJsOGNxxOz1utMRXCVlHINGZwwAATafP1RS7O7zqTcWQlmJgWUcHNJYOEGTa5aLFzeNd7ePM3Lk71w3VAqqYgSQK+WOraI8szNaimJWquLFsld97nksm0mmyGwAqQWx1dWilwA8pXTwksVIrwgDKtfcnocUHg9rAjhsIOE+BSfgjKF42fJjw1tVRUBrFTGveMTUzEcOjEFFhp/js8oqBXTEVmAdLnzGLUs2BKYtxJYRZVHxycry6B0sgsy7gN2Jcb2t3zYBK/0RlnZxakfXZMyxWVH9IWvvSNoxfg///K1Gxtqgj3HsALMZggcwpA6ToAWdsCcZgWYF+phei36i2FitTeNz2kODOOjjAdHJxq4TpwtVnhnofDaSsaQwQkDgKsxb2FGpanIea4lhXe+umvhxoWhBcUothg8DJWaZWLB62FZoCVwli2aCdlcyp0F7SxIDK0R9HNlYuBYcII/zy6VsHA1mUtJc6GdnaSLU+JicilO2ZbSy8sa/nVZ4YVWw5vWlFVehZPqpUGkmI/uXmAFyIXlQj58grWhJPxh4cQ28emdN675cBxYVWWZjA1r7oHhEbiBcE0oXM1/81bQTGBKz5We2RWDR6ZaBXMD4uFjZ45hhRzujNmCQBGxMGOATNncgFdjkUW9YaLBMEmP/ONbhpxOiS1vLcPj//LWliRJSawEC3di3Des9HLX8mouBxyQBzdyihLL+SpcyVX+spLLfnmxYu+NROIjTjBA/SRh/qJHzBO3lYWWwREtkYfb7LPVUtSrJSc103wV9TMDs9P5FV6mWaKheFUrHqclKqqrp1qlrrh6+qoINb26u/vqrn0Ruq/EoiAJzH2cRKIxTzKeylaiWP9VdiyhJsZyWDvDVn7ywOeuA45a2W2ZOHgC5gzsk8HtZF+8PihJsqOvb8gRjcWhshUvGGtTIN9ZEZl45+GRJzvDLI04Oj4h7Jtd8IzASiabM/BKOv9YEXVA2R2GPK9AeljBPdJY42/OMMmOsdL89JffPswb2E5B6UXPaKYL6sqxWP1FWbyizIFXkxmWrpICxF+YaAMmS11Xhi8wEOYM7omJMNad8wfmZeanUdlmaBhFi+SsB5eiImh10gPUeGHVsVF4Nc6FcbHDKhIbO/bXLLwguRWENA8iut7KnQcRzoFlMaSfm0fu3DlU3Z5UFLkI5YoaLVa5ecRhn13cnDzNz87OhuSrUIYiE9NoLEBaniliiWoJNBGKZMGIFsRzobVgNwvQdDTqw+psWv1RGEDREUuAyklreJSbq4k0r0R64ZrMjVPXWAFmW15WntiOFwqUVIbT1nxuSeobHHJHonFh0jCL6mWXPRsm5vprPERLtdTMI8zYlnledh6P8JPAC60isCcGVnohQqGE9sP+tmuc4lXlvoNHzg5vTK/LWvIVLyFQkP/tRyfq7r25ZTgKL2JHhxiVN7OhjiiED69gEwk2bRABYNECiyYwCUidXb3DE4wbjcU8I2PjIUGX448FKwVb8FMJDQkVWJSryjmrHvoMEc8CzKn87DfGObGbK3FW8+fKcAHor8Y6z79YFkUqi1Lo/MuyoBKu57YXJKBrFGmx+32xy59rty5y/QstPsVuyUjG2ROsdvFSHyjxY4WHzRxYiVXWCvUCgeNeaLxut5O82Fk1FXEI211W39hTAy9XBqHwVoQCNDQ45JucjkyH/GbT00JrqC9XH58rPbdrBmFGyDn46vjU1VSVMyaLXF3h5WyYR8uXJmVpIEwRt9Nx0et0bvns11+hte2VdOP6ekvmPpiXvOV3HqZTF0ehNMvVQJr2epyThwaSoc4qiXzoGy4jjk1wybSZA6d11THyxQDgVUu4JhPKN5teYKXeY0Qypmx5GTIMCSODOaRyctUytcgcSrImnQeFt7DKFoZlXemlBr2W2jJn2V6Dwlj4Ji1wiXMtbq70cx50S4PBzMSQxp4ZUbqh+YnyY+SXWTF45C+lUAyL2liA8nEzkBgS+SiN+RqpFjHmF5zKS68geNyemMfjhdkta0SAsd6LwMquCx4aEg5oSBzS/DibFTTG441rXuyuioSBx5oxkPi0Nc4P+Tw4gMIrdXVdDo5PhAcbq/UKb5oZKHIGCzQFZJGRk5FV5gx45EHNk50p3IRYW1PBiilFIWI/tEteb8biuHxqVJYmYyR/+oPbz9/c3L6OZQ9HYdSxXllNF/YPGa4iFokm6CefeyMde2maBsciUFSj/jWryukz//nCgX1H+2+owqpuexmUXZQgzCaU7hJKsKlaGc7o4xi8eDjFy407Hgz4hQlGBkGJ2dIbMgwJM4tZpW05ahlaZFb8Z0I0DwrvTIovJm6RhVZkdsVs6eLxKgll8WS/tEq+1kbCtdaegkbLjBs9Y4Lc1ZgBuxmgWpQ5N2ozw5lxs8e2zzGXCKXV5UxieVd28lHCyMYCLWteQu9l37zqz0ipaMXsSiuAo7ymoCyn5DiTUQqf5dk1mRfHeJWXBej0pZHg1HS0z0i/gClLYczVlIHrb8l4Rg0rDwUrsCEsORZJwaSWfd1KdHJYllwuR/ipL711rL7Kv45XYZMJXlFnmSur51aFsBIcgea86gYvrZIVU1t+8fi3T997A8whjn78r3c1HhiI1rSEZKoNiE1yiguONDOlR/Wc2QIYuBXBZP/oBI+DlMfthnXwbMLcZWUu1ZKjBtQiZrJ5S/O9c22GhZdlRo6LVHZRii0Kk4woZhSzLds2Iy/72VMy67lR562cHqGAogpAmWOdCytBX+25xDOlZWJz4TdzWpQ716JnRT8rouzmzYrNrIiyy2ZIEVlZF7DEoXNtf156HYIMJwrQf7ADPyN2aD+sQPEqL5RhsQrI2jArX1pAHB4DKOhnX70wacBpa/zQZ2U3BQXNDcexFaGgNBmeKhsdm+D1xDkHXa0L4zVjgsLYzmqAWtQFMpbe+vqdL/ZNQpaQ5/EhyE6myS/+zi3BtsayZrbLZaVVbAzkiHgNsa8j9xm7HeNuEui4xrDivnlVzYbnvvaOmo89sPGZbpR1qF+WRqYVkwU7bvziw/bEzdC6VRzURz8CBNiiWYp4tAwtorKZ05W5ZXHUgFpkTmXMhvjaVXgLlEZWpxRIV0IrSaAkgWtDAktpDlhKdSlu786lZXOhzbSiOFwy/BYyBqUWui4rWjhuAOoMK03QcbHyy4chOHGF0su70HSNZGVKKFTwD+uDwuvCkbgpaGoCBUoSu71yOV1UWeanSCQS6usbBE+n5efwhWyrWpauKSpoEa5KLT7xK+9qncK6aSwpyeuqeVWVnI/t66E/+Ifn6XTXGO16uYcefu6CIl9Vi7WoLfchm2F/+l/30aZ3f5f+4HMv0LcfPUkf+tSTWIVXPrj/5rs33X3gO++O3X9vx/NdUHwP44ji7gmZJmJCsUbR6f+4xFjjRWiqq6hn3ngrSrmcTsOLi4JhURkNlB9DQy0gksWNARpQixTAqfgoioTt+C5u3exqNf/wJd/uJV/B+e+jgktYLFktYLkLWJS92BenEjzJL05AuXMteq70Ng2fJ7Y2peUGF6MuxeCRu5a5cudS+lxojXWCEsP+FcRwd+FkNcmFo4KdCbgdw0lrvOwIj2V8xSKuKUDBAswL12QBnG6QikagBMOGF4uA7LHBAYW5AiYNfGrx+NQ0lokdULGSsCTNXiU0MVaStk20zbBkkw2cIX0WuhFgTGWXJiBZSBlA27LGtsqKsuFLYxPVy8rwBgEpvuuN64509Yc3vuMPHtVWaj/9pX106qH30XgYfsosAr+ofOgzT9LeI/0i99EXLtH+o/30yBfeTJPQqDmfg9vl8Pzlx2+94zWbaukff3h8/1Q45ewanVqXSMn+jnLYXnvZjphoPF1MXU15ewpLvVjFT7k9LrzKKCHTAhWCqwbUIrrM2UezuGkALTJ75kWizLo9isT3OmGzdDqycIHnrnPu3MJKKQaPwkpaQlh5Gp0newk1JH9VrqW25G/ttYRxPfbctdFmt7DLdCbYjy7+yFFsfuKlQo8XK7tQdMU/Vpbgy4GVJrjSEgdL8EYm3kjlgWuyUMCD09VwXBirSrzCi01Y7PWhHCu8HmxsGxsbd8ZiCXiT1a8Tz2z8z1jaMyawqE8eHnmyLRhag37tA+84PAyXYYcG+Kw62r9tXf3GN+xoo82razSCadjnjtkou4zEq/AvHR/Q8Dny+tvaKIgXElXZVTN5LZ43to2H4zd3DYe3eVxOv8/tfOXcODbQ4dA87se+MMk7blj9giQlAZBkHCUdDwUDQg22bLclUC1xdldmaWCrAbTI7BjPA1VJ4Z0Hoc6GpWHAzIaBSlM0RirDGVxzlp0zcwaFzBPqYlZvMcueJ3EWzHYx276YZVsIqLDqFIZlwX5GoLyl5EXQFzcjZD2hfXyuLAuiz0bKhthXMVdOfj5GjGDQH5kKT6UOHj9LDz+5V3r0qf107mIPVmpT5MbpA2zewMa5WBnESq8DflyjMFOACwEotk54cWDF2ON3woQBGjEC2wKzeQPb9XpwxDC8P8jjYxPOSAxHUsBWWCDl+2PCyiQzsXwsrPPTZhfWmQVAZ1F+FokR8Ik//uyL/++fvrGTC//aH7xuApedkVhCuHe7aW3GBVkIZgn8swss819/YKMh+71v6ETaWB4jsHL8yN4BumFlE/1/77+b7trURpF4cltDbfXBM6NigRfvLVLqXPdAcPcrZyMDw+OS1+OJNzXURrK56YvgXEsMLrbgkMVFA2iRgnktFKJ9zyxUDUrllCRQkkBJAiUJlCRwNUlgrvrCDOm3bFw3tv+VQ8FHnthb9uSzr+I04KT3La+7xfmWe3dQub+aolMwT4Ci64DCOzoepkMnzsvRSII6O5qltmUN4nhhJxQoNlTghWBeEXZD+eVNbEMjYfjojUk+nwduCGAvoXwtn//emKEM5r9C1iWEp6Ynn3xu342bGyU62CtPvu621hoXXhS6+8PUVBug3//ADXTXjc10oXec3nNfp8E0wYrjxx/cSNvW1tGBkwP0jtespLpKbb+ZAX1yPEn/+623oztkrOrLtLqxmg6d66POjZtdzzzzDMWhPC8LSc6ugdEb/v2hPeT3unt23rFu5O47binpdQZJZhIzFkzuMZo7Vy22IKyCkGbEUUVeItdMAzOxRa7akqlIMd4/i8OjoB5ZMnLLX5H8GAW1OIM0S4azJMuUi9ii2u8aarJQY60YUktXfMasZkyQew1p5uxMEi8kOU+FzJHtbMg/8oEH3ctamrv2v3JwtKqiMvLC3pdaL/UMNPUPjziq22rE53C/z0OTk9P05J6X5Kd2H5TGoPjedtNGet877oUnBg+5fbD3daF0uNXy4DAK9sl76UJf6pm9x2WH2ze5bfOGKD6tN8qpxKJ++Z2RfPIg58lWBlEWkhHwk58/9yoO/riTD4VATsDhklMBr8txpmuUmuuCwn73Jhw0wb84vC2YTRPMI5XXz2/Z0EDbNzZotr9mHE5HJlNU3+6k8jqYVuMfFurpM5N30a9++QleEhar+pXwbFbukeSj8BzhcLkjH/ngg1Nb1q3YkEzobIi15mgRJp91yOKiAbTIrHnPN+GMFd75rlBR+C99uRelmSUmS1UC19sAvN7au1TH3bVYr+KMLQMXQ6Jwmc2MbGbYxlpk07Y116x951vu7XrDa25LTkeiriv9A8NDg1ea4KgsVV0VdDiiHpqKTskHLpyln/58Xwqrfz3RWNKz79Xj9VCApDu3r6X6+jKKQgkeG41T/9iEfOlMH7147KTjQs/I1Ec/9IuHbr95Y72cSgaMdVnoVHbbbWtgiZoBZmK2HGaUwYqs1yk7PvzXT+xtrirb/rM9XXTXtpYZ8VCReZWdg3pVUsa/VQ18gAWvxiuBXcnV1UDDTcLshK1XoADDLJvCU7JUi0XiwfBUR3tLbQrKbrWRU/FSWTIVgCxo8QosMqclpPAuvNCUEhe+3CL34VXAbgFkbFmEJXBG8po7h5mu/hWjROsmWnLWgFrEmviagy5We4tUbpHYWHVrXtZ5Eay46mAzoLdEtQTq+BclOo+FzII1FNGy6nL/evxgf+u80rqs+cLJUyeT57p6na2NzTQ5lKSjZ8/S43v3SHFZuvL7v/Xhsxe6eh0//unPpYcf31OTSsUdWAmUrlwekLu6J3DQRK909sqVmL+sov9D73vg0vvf/eaq8qBnrSzDf0O+JUqWr6kNStIELEo/zITJLMrPIskC0I6btyyH9QBWxIlw/K/8+IuXtrfUlL/4xL7Lt/7lb2Tqx1+c+BhnmJvkXeXNUOWOmRXiMXjZCAaDZ8Ph8OaAW1ItVETdmBM2tbWhHkofak3RIrkLy5GbxUEAsqA5OMxflm0tLDKWkMI7M4FYtGVmDJYq9rw2LDfz3LlLVWClel21EhADbnFH3eKWXvyem5/2zA/X4rd+qXCcH3lBnxJ+ybCZyXXz1o2R5/buG3zkyX1NF7oG5Olwik6cvSBFk/GRD3/wgbP3v+meVX39Q6PTkcj5b3/nfyouXO7zwt9ucnp6WhoehysBpyO2eeOGS+994M19O2/dusLndTSnUinWddUFxfkVpqWI5rpZba5VtqwULWtpaL3z1q0v791/YNvWJpLW10rymZHxWyNJSv77j48//8tvXbeTS/Zi8+Av/vHP6K8+cRs114aEv12cF4LdZ+wfd651Axt0zWe/v49Y2YUlhbY6zF02hv2JG9etPA6fzDj1rbh9mCWVLMDc2zZTDoYqaAktYsvuqlV4bVt0PWfk7+/rWTr2bS/JzV42uXKuZ7np2q6L5pKWMW9WREYWs04tZtkzqnRxKlocLjOq+LwgQ42BzsOndCXKX3fPra1QUE/+4EePDh073VUJVVFeu37V8Jvvu2fktXff0paMRZtrK4ONH/vgAyfXrFy+5/CxMz4ou+5gyJ9Y1tgYWb2yXVq1fFkV/LduJjlZrdjD6z+g52iCSaCmZA7CImblKTRPtlKRgpCIpqcj4b6B4XIc8iB0SRxQpy5wOyfCca1RbL/72u1tdN8nfgI/uV6qDHiForuitpL+8Nc3UUcLHOjOIHCfuLARMcFHqSEMT8bo2IVhqq4s//Hg2MQbBsKyuzYoyQ0+9qshw8OcJIenIpOhgL8sU0yBjcwQGGJZ1AKQBTXQzEfCUOIc6mDx3mFgPR91L/EsSeAqkMDSug+WVm3m1n3XUlvmJomFpC5JfSGlPV9lQbGB1gUPY15ny6qVbd7mpvoJt8cz5fP5pla0L5vEKl8g6HO1wraXV2pdVeWB1m2b14Y2r++MrFjeNtXZsSKydct657ZNnS31NWVr0squGBzFXhm0lYHNULQB27KxyygWH5X/zrf9avTixYurb2mV5EhUphhsRhLkTGzdurX72Ve7d6p47HLsI+9YT1/83ztp89oq8gYkumNrI/3VH9ycpezyq0WuwMouK9Af+PQTtPtQH/3dtw7Qjl/+IW1ev2p3dVX5hltv2XKkprry7DDsd+GYg3jz2uHjZ9bf8rr3Bw8cOXlE4Z2nkFwVQF4WdRYgD4MiZHORolgRwR8hOAGZFXcpMXzMRK1L6qIqdwuQmqVWTUnnQLTOMkFNSV0hImrMNqaye8pMra+iiZazLEB2HCxRLYFmDhmkTKzQsg0UGuN8N1G+huWmty5TK5wjaZRszGyIgU5Ha4qm0WZGr/Iu+AOZJXsFaJmlFqBes5CMAGNKJdJdDQiGhIZkDUW2IcOQ0GjViGWuBtQiKrrtVcPMjtjS6DOMZFpKj1JQnB8Ksw+gVf7PgoWRcGa1MNKqhRfGI42VA9k+S5eji6rl66/Z2SaIKamn1ccVNAtkC5CeTo3b3r8F0WeQMrE05yyAWqJ6tUYQUOsslTBvAfl55CkA2fYY9jlaBXUoumjeemv0HDERZpKZmAHfnLBEs+1tM3VW+QpChmkmlk1qgBgQDQkN7dzF7vNv+MXfXH5bq0SRmCzFsKCLhVQcPkH0qf/1iW/++d/80wce+6c307L6kLDbPXJ2mLauqRHmDVHY8rI7MfaFzFMVv4GwUjwxFQOvJB8oQavbKrSy9BEPtNj3f+oJGgj7esoC3uGqivLpv/r07zsrg+4bYNLiAJ/Uuh0POBqxltsOFlyvaFyiEyPoHXwEOPLs9/mEPYsFTX0p9nGDNLSEFrEnnGOOVoKIaKk5cs2Ql0waMrJYwFjxO3IBK7/ARZVkNf8Cvw5lvChNnt9C7bnb58zX2Fr4EgtsySwrNksyQ6UEj2IwMnBd4IRt/W0zFriCBRZXQHUZ5dv//egleGZYwQprAofb6a1jU/FI+9ve8qbBN/3Ww9Wn/+eXHHzK2oaVVfQrf7qLTnePws+xg0JwFccuxWJQcIcmIjQyPS0q+Is719CnfnObsmBpUeUzl8foxcN9tO/xb0cqQj7jSRXAZ6WXjzqemJ6o5iOlfVBtub5NQVnqniRpdHx8CKYPNRas84KsRWMNzctsBghaCXNayMhdoL3Cq5WeYWABymQWM7ZgBRWz0ovLa9FFtpgVmKey54ltjoGywCXOorhZkCyd9mo1UVpR3LZozK/7SE655swsQHQzpJ8hegEVyIeSo8QcWQrXvAj5Ci84P7ukbEghzGZMZUkwg9Vdy0plmGZilogKMAspC0Bj45Mjw6PjY2VBvxxLwhsC/qfYJwJCPOWQoWQm3/Gme7Z9IBgoO3r0yOVbPvjfLS/++zslPn3tS5+5C4dAuOhHz5yn5w700NBYlCZw3HDTsiqs/q6mN93RTm1YmuVjos37y/irFdwj0xt/62H59fe9dgTKbodSaeNfrvG//eOn+9/xwT+oPj0oU2edQ3Y5ZEk1KS6KsquJRYsYKzHHlMZVRLTUHLnmJrc3abAo3wJk4q7D0EVNSOYvIulsHYEuaqZV00YUY8qmAJVUuypUJlrOtQBpRIaIxY1aEK0RyZAyJAyF6RLZSAKSDdbRcDQ3Qu4Xq9y0etbZmNkQU8UMVTNiG1NZdDmaZdE7luT6umcQCqY21F2hN9bZmMqUoMU0BC2iZakR2xxDhiGhkmrXrFwNoEU0XLuIAVMkDBA7MgNco8g94Aw0VonZmzSgBsp/K7b5YaZ6a+3JS5nGtCCwAJm46TB0UT2SDRgophxTUs+D49nZJogpaU9vgWgBMtOracs7sGB6BTELPQuglqa/ZiMJSDZYT5SO2yOZhs2MaAVymnWOEix46kA6Ql00jZAN0VEqUQsUBWSRkUWcqxjLnrbjYDFAM+VnYvbk2QPcSLXx9geSG+vKndubaikMs4TvHr8o40A1qTGQpAl4wD0zQvSeB97w7Kf/4Ffv4lJgLy1/5Hf/4pWjx45ve/pLb8fxvjjUA8rsky9exil4PtrSWUuNDXAnh3/j2HhmNQ54LgvgZIuDp4bogT/6WfINb3iD8+8++WHLRuhr+8gTL+z5vT/9+9vcWOFdVuaSL+B0NnhqiL/mzptf/tz//f3bLBnYAPV8BYoAZEFtqGcOzrCfvzLMtVoiCq+pwaakudKcNqIYU6ZMK3IBU6hMtNnMbem5FlnUWQArciOSIWVI5KdVMQTZLGk1Hjnpc2ZqHWKNZQ1VyxVXHUommokZcM0JGzSL3jFTKmlL+oKptbZnmBsZGlMZLBEzZBoSBkTbHEOGIWGg50RWrgbQIlk0ZoABUyQMEDO6ZVqjsJr5LSmygbNXdpkXaqD8z2acF5JNqLWnEFrGsSCwAJm46TB0UT2SDTi7QHtEq6oZ6XPQqnXJoGRiap5NAVq2PmJ5B1qw1NMo8QxSJoYcQyKbKgMxImopLZLBzI7ZI+Uf7va0opx0tj2WfY6enuPZmNkQQaP/Y4GigCwy9HT6uAWqZT/rafRxC3q1NZZZelo1noWYAfz3T598/p8/97U79n3gPhqPxslLbnrbQ7uEknpsbDTV1FDf/Zk/+rV+uCm7UWXH5eOI5vgX/u0He778jR/c/ouv7XD96Udvhuc3iR7bfYn+9QfHYNrgFscQf/KjN5HfjxMjdMEDbbV3cIp+9+9eoJeP99NXPveZ5+7avulOHYohmqmtAo5G45F3vO93hi5297Xc3tAgf2zdOulP9u+n/mQi/NLj/+Fn8wcDA4uEgaeW0CIWFLMHCa6ZP7NnNAvKq1Lhze4GE8SUtJOL7Y1WID0P9CzULIBV6UYkLaVFrGhUmDWSgFpnqYS45kbIPSHnplVZW2NZQ3UVM1Qtg52JGXDNCRs0i94xUyrpLHoFkAW2pjbU3YphTj6GTENCK80ams7WMrWIRmeOZGFoAC1iJslKGzBFwgDJwrcCaBS5B5wVqQa7lhReTR5a66wiOixdVI9pAwaKKceUzM3DhGxK6mnVeAYlE1PzzFXR4FkRm7vXgmUWqa4QA7ohkU2VgRgRtZQWyWAaY7kR8g/33PTcLHsM+xytjmmUbMxsiEajj5jQMslMTI+eFbdBs+npLHIBsOShAC2zzFyykLIAdM/9H+uaHh5tXVdbLp8YHJdGYzF658o2SkhJOuMOHP3+1/5mg5FtunxMSue7h1/8s7/7t9v27duX2LK62vW/fnkbdbZWkA8mDtB/RYACKja1ObGrbC/sdD//3UO06+VuOvLs92LglPS4XTg3zTqYazswONL39nd/oubPdmxw/fbjL1Od30+fv+02qoJbtHc99QR99Yv/9/jGtSvXWXNToGaeyiDLguZiUVCexjH/jVAQv9kgXQMKrybGTPstQJnMTMzyRiuQVuFiwaEgeiOSltIimTpmx6yRBNQ6S8ciN0LucZibVp2JrbGsobqKGWbyDHYmZsA1JyzQFJBFhpmW01loM6DOojUytMzW18GAYEhoWNZQc71tsez5aCRaRMO1ixgwRcIAsSMzwDNkM6dVGc1J4U0P9NmVDioToSmpVtHimsY0EZiSFnQM0mHponpkG3BBtCqfbB4miCmp0umvGZRMTOSbknqa7Phs51bmpBSUVVwWILtUlVafo5FpEX2uPp4bIff8ynxy03O2PYZ9jlbDNEo2ZjZEo9FHTGiZZCamR8+KW6JZ9HMWYRqQRW8EGFM2TLKQjIBP/vW/PPf4M3s3TIcnKqu95KgJynRlXKLaQDl95y230ZavP0a7fvSVnqaG2malBCO9vtS/+uJDI4/+7PGqvitXBHj9iioKBd04iS1FF3rGaYTtIxDKcD7wS09+R8Rz/bEq6aad704d/OU3SL/yyD5pMDJOF0enaQIeG26vb6AXB/rlspB/Yu/PvlleEF+tAC2Si6zgPI1b/hugYJ6zRSwpvGbJab1jzjCnLW7UGdDquWlkWkSfa45bIwmodZaOQW6E3OMxN606E1tjWUN1FTPM5BnsTMyAa05YoCkgiwwzLaez0GZAnUVrZGiZra+DAcGQ0LCsoeZ622LZ89FItIiGaxcxYIqEAWJHZoBnyGZOqzIqKbyqJDJXe2nqcnTRDGUmZsw2pgSWBShDrcQyKJlYobQqL4vZ1eI+VbHNV6VcU+kF0mdRZaaH7CxTwfYIIsc+G3xyZirlAMUeyz5Hq2QaJRszG6LR6CMmtEwyE9OjZ8Ut0Sx7OotUALLojQBjyoJFFoIRcPfbfrX7Sv9gE/RSRxX82iaSRE5YH/RPyHRpgujIh99Av/jj3fSBj3/whbe/8Z4duXqDSzdyJ9r5to/R626ooeS0RO21FbS2tYYCHjc98P8eomPPfz/mdDo8FrXWQGZ+XMCNv/DecJkkBYfgIPiWZSRNR2SahMILCwmqALeQR6LL8eDInke/XqUx0kUMPEXCANFhzi6qcZsH3rOpkcm2Q6vebHhdVTTXT0sL7JacAsmZWWABOdDmmX2OkuchawaNmQHqXCtajKKKwWOu7Vhc+mwJZEPmo4b5S8mPkb9eeXnkRchfxnWLUQTZ2bOwz9HkXQCKhmsVsaW3zTBysUSbgbJr5JaVsmSfhWUPeMv7fvdU/+BwgxsKbs+4TFEsvnqhMLJ/26AH7g/gpuGhU5fp5PA4tTTB6e4Mw4nTF07JkpPW1dbTO29dF7t5zfK+6vLqM+NRxwGYOOzu6R++kIulXfv+7fN/duHu1931bEs5n0fCCjpclOHXUS0JZZeB/uRk1W/8r7/Za+av8eSISGgQM+qs0gpL/BUracXlPasKgcik8M6WjYluabTNVKlSsiSBkgRKEihJoCSBq1ACpWfqvHXaY0/tfvH0ua6OlStaz+EUNcfGergdg2bECiTOiaAk/JHB5+3In+89Hrthy/qDN2/dsGWmlfmjv/pKZ5UDCu/qX6ANa97iaV92d8O6la9ddWWi4gYcInF7Mpng4goP6fGwZcPqDUzkhGb7wiWZUITQL1248o/RGnDi27MvvrItmUphzXphgqheuo4LU2JhpcyPwltY2SUsSKAYY6IYPOavMxa+dgtf4vxJb8lyFkJeHEnPyZyhiAKdWevT2DMjyq7tjOlnTJBd5oJDFqvOOcrNkZVPPPlJ82Dkyc5Xfu782TFXqGZHq9ZnRtQ5kHNkqUVZXDNUjfW1oT/7o1/bc/5id9umRolgFiD5fPxs5kPLoPBihRIbzJJHn/u+59tf/L9bFGYZegvmhud6LB6PnjpxQm5trYenhnJykguuwxw04R6g5bCfaKispPse/I3VVnwYllWSBuCIkhiFKYPL5YrhYDexOY5Xpv0wy+BshgWlpPt//fkXxCovU/BPBBExQNScWV+VBd3i8px1ZUyE9gdPmBBLyZIEbCWg3T22GIuQsSQrtQhyWFpFlnplEftjAYS/AEUsqABL7YG45yqEudJb9vgMmeZAv2Fj50aHw3EMCq4j5JYp7nTIey6lpM4awglmcDmGddFQmT+MatRZVsUGePLMxVOf+OTnO4ev9Lrfdefd0offfxvFAoPUS4Pi9DUJH9hXrC6j//3gh+iRl5+jTTseTEoej/Nn3/unM031Vats2GaBG+qqU3DvS36fd1qWpzx8PsYV2B1D56VV1USTsBluCEr09PMvbc4iLjJAEXMOYRe5vJmyK6LCW1gjC8OaaTOuF/ylLb2lXTubMXJVVtrclqusEaK6i1XnxSrX3GezSF9VVZ99ZS0pLYFWMrRBtAFbcZgdLEcBObJmV5aeqgDmBaDoOeaLF5ldvuLmQeHObsHm9avWN9TVdO3v6WuFGUOqMuSLnB2JBDfUSBROyNRaWT6ZqWg2fSYPm9tOnD3+yc/++7poLLaiuaKcfv++tzpuv7eBYglWQY2BT1W76d4y2rHuV+gfGn/ijPgD9OHf/atVIb/n0tf+4ZOusjJ/2htEmk4rWovQmpXtAYfbGw6FApORxFQFzsqgXqjnHo87Mjid9PpxSlz/lEw1dRVDoMrYHwsWGT7Gms0slWFVHH4zK71wbGuFd2nXOXfrrua6527ZvOaWxFZ88ZZkWnyZFovjtdQ311JbitW/JT6FSGAxR85cyp4Lrb1cnvzhv7b+3b9865m+gWH3rqef3gGDhhT2fzmGponu6+wYtqdUcqanI+Hf/tPPnT949PRGH2wibrtjhzsYnqLb762naDyWdYywys/jcNOPDr9IYbeXdj/3LA30D5A/4G97z8c/DRdmCers7Ez+5R+9f7I8FKxQaIzt37huZTvwPDduWXvh5d3PtbRXSnQWtXU6ncmLIwlqLpNpJEr01H/8fb1aprJqb+Sj5c0wkuGSic2QxYKhm9ySpStsU28bcLqyulxd1NwS6ywT1JTMzcOEbEqaadW0gmaBbAFSaYxXix2mM6BVeRlIDAkVQ3+1RtCgWkRPo8ZzZloed6hS5n3FTrO2LsEamuGNmAklk8zEDPjmhAlNSZqAZho1bYlWIIcctMzeMlst1xLBmsIaqi/AFkMrzRJDAC1zNDp9xIA5Q1qVT4bMwE3NLug6NxtelKv8L6gsI5KRcGYtSGNbEFmAjMWqI8kG0Qac5qHL1UVNBYhkdrYJYkra87BBtAGb+VjMrAXcTCoXpZCsorIAKr7+mo0kINlgPVE6bo+U290jk9vTCubItsewz0lXTCPOxsyGaDT6iAktk8zE9OhZcUs0y17OIhWALHojwJiyYJGFkAXIki8rvl/+xn/fzV4OeOPaqRcf0jHOpv/yfzy06x+//L2d1TXVNDk5SbFYlAKBEL37dffSrzy4meJR0KS3pfH85YK/M5fHRSfP9tO3Hz9ALx08TqOjIxSH8a1eMo0NjVRTW8M2xPAa4er7jy98soGPMobXiDQ3pVqbd74n+ud//LGXPv3XX9hxe5tD3ndZSmL/XbKutmqgu7d/2dMP/WtPo+o7WKu+FtG1bWZRwSH/AJ8Z03nELim8ZuEWPAb0wzLNZAa0arEGEkNCxdBfrRE0qBbR06jxnJnXmMKbu62qRMTVElUBWmbpiS0RMsBMTE+ki2chZAHsq8g5GroW0TE3RrMwNIAWMRJYpAyYImGAWFBkgzJkM6dVuZUUXlUSytVekqYcU9LIRTectAwTgSmpoekiCooFogVIR2aIWsysVpUz0GQSNjUoqHwjkpbSIplSsmP2SPn1AXtaUQ6y7THsc7Q6plGyMbMhGo0+YkLLJDMxPXpW3BLNspezSAUgiz4DyMSsSfPRq1RWfJJwnTA+ER6vKCurNB7Pm8E+fvriiQ/8xqfaXW6vLxyelJIw+JVwkloMp7O53W6qq6+jN+/cQq/fsY5aa6ug6Drg13eafvbcYXrm5ZN07mIfVnFjND09TbAjxnNYJpSrVktc3W4P1dXV4khiX8rr8Tq+/vk/Hgv6fUGs4Gpf6N/xoT880d7aNPLok7tvYyKP2x391Q/cvwenrAXXda5ora+rbtSYiupn2qDBZxjROOQf4DPkPH/oJYVXL1utB/VAu7jFDVswfQYxE0M5hoRVudYIAmqdpWOSGyH3mM1Nq9bbGssaqquYod1GbGPKQKNPmNAsekaPbYybaJVMBWiZpafOQjACjCk9YTqehZAFEIjWUGRpGVrEohAdmj5XI9Ei+lzLuAFTJAwQSxozMEM2c1qV19Wn8KbbatFkC5DaTN3Vnp6R7HmYckxJXQEimp1tgpiS9vQWiBYgM72azrp/C6bNIGZi4GpIqKVYXY2IWkqLWNEwLDdC7rl1LvS5y9Vqm0bLxs6GaDRqxAJFAVlkqDT6qyVaVg/rKYxxG3pGsswyUispA6IhIfKzISYmGoIWgZIaj77nY3/ae+joqeW1UEZHR8agqCYEIbwlwHxBcYDFc1XHypVUW99MfhwCMTU1Rf19A3T+wnliL2GFzGWqIrypoxZ8/XTozCVavqye7rvnlp//9sc++Fpe7Y1EY9PnLly+uKqjdQXikYz5g0lOogmZdphaOqOkMq6Lw2tGBc8BeUEVXnvRmHJMSXP7jNnGVKF3gUI1O1qlPhY3rYmdud6ZdAYxE0OuIZHBzsSsEQTUOitDmod57kk5D/N0tjWWNVRXMUO7jdjGlIFGnzChWfSMHtsYN9EqmQrQMktPnYVgBBhTesJ03IBgSBiQbXO0DC1ioFMTlrkaUIuo6LZXDTM7YktjzhCkmT/m7ILShTwk7BmhcOW/PYptjpFQNMMWV5+RxrQgsADpCdNxe3pGsOdhyjElzQUZs40pgWsB0vPIZGdiWr4FSMszRbLu34JpM4iZGJgbEqbCDEkjopbSIgZkXSI3Qu65ldnMlj43nVbBNFo2djZEo1EjJpRMMhNTUS2vlmhZPWxJKoA29JxnmWXmlIWUBcjPRyNRIh/++P/q6r3S3wLXYg63y43DKeJ0ZXjqufFw9E598Xqrg7KycoonEpTAai6UZT1aQfHVLWXw37udvDi8Ys+pczQxOUrj40O0dd0q+sYX/yKhX+01MzRVH9kaxIxacFpwyD+wC+a3UIhXucJr0XEWICthKmgmZFPSik6BWVLPYBxlCsrEwNmQsCrdGkFArbN0THIgICtHbv6KpYmteVhDdRUzFG7ENqYMNPqECW0G06mh7AzLAjmYyjUzy8rOFKDEDAiGhAHTNkfL0CIGOjVhmasBtYiKbnvVMLMjtjT6jAyZFtNnFxyfk8KbnqRnVwNQ6Qh10Tx1T2NaEFiATLx0GLqoHskGDBRTjimZm4cJ2ZTU06rxDEompuaZq6LBsyIW954FuywyAcggZmLIMCSsKa2QNDItUjitiilIc9LnzBTVssewz1HL17fdiG1MafjmiAktk8zEzCSGtAWaRQ8bSLSEBa2+nyyzNeJ0xIBkSGiY1lBr+m9858e7vvlfP9np84fI6w/SyhXtND7YS0NDQxSNjNPJrjGNrz7Cq7Qpdskwi7BxRQ3V1rbQuStj1NPbLVyasT0wryKzrXBbcx39/AdftORsaJtIGCCWNPmAyhQ6dz75ypmP/JLCq5dqwX2oIGahZwH0zPXxDGImhnxDQo+vxq0RBNQ6SyXMzRy0uclz56rE2VjZEF2FMlEdmi6au84qtZFAQAueUBnbgp6BlmC1TPWahWQEGFMqke5qQDAkdEg2VWQMjUSLGOjUhGWuBtQiKrrtVcPMjtjS6DMyZFpMn11wfPYKL8pNFz27GmToubKF87AvND8PHYYuqheWDTi7hvaIFm0xIZuS+vLVeAYlE1PzLArQsowRi3vPgp2RRk0piFnoWQAVX3/NRtIgWkSPr4/bI4gc+2wwyZkpsu0x7HO02ulQdNH85aoMjETp2pqAKq75aoNm0cNmSiVtSZ8BZmLW5NmitaawhqZ56jJhZxu+6bXvD/JBDrCR1cwRUtAAH3zLL9JA73Haf/joM6MTU3fb1GjG4Ja6spe3bd1y46tHLtDA0ACUXEkozjidTfDiNCugPr+HXvrZ17P4a9UXES2VhVcoQGEzdz6FlldsvOvypDWluxar0xar3GIPnRK/hZBAabQUX8qzlumsCYvfhquK4/Ust8Vs+1zLNtGbkoswBItfg5wcTZm33PeBYCKZEh4TeLVWXbFlDwrf//F3qKdvjIqp7LKAAx7njaMTceof7BfyTsAsgsvll362AU7i5/f6cbSwmzbc8a7k5Z7+LrVjTNVXwbO+Cn7FZjrr2syO8LpUeGcnqhLVNSeBq/zmveb6o4AGzX51twDmJZRFlkDphpyvDlg6ki1OTYrDpXBp3/22X47F4BNXWVFlZVNReFUFlHC8WTiapIDfU7Sq+Tyuo2Arnzx7TlvZVec/uCYTSq+MeoSnJ6iyvJqqqxucr3vXJ1qzWlW0GjHnojLLqup8A5aewnt1y3NG/XUdNdVeLrZCsM2w51WUnMUqd4aVL0o1C2dSOOYM23HVoBdfAsXnmEOYC1pYjnrkyVqcamaXqkG0SJ6KW2TnJ82DkSfbosgCQfPGuMDyry60L3/9e7umpqIedqTLCie7DVNdh7ECnMSqL9vTXoEtrx8HTjgd0mAxWhiJJTZMRePSxMS4YKcqu+oKL6f5x+nLPReFlwg3Dq/4s7/9yrPZPZwNKbSOTCmoUdbVHpaewnu1S7RU/5IElroErv55a9ElfG2L8Npu3aIPnlIFFkEC2WM6G5JdLZgwRHbtfWUnlE9lRTWtZKqKpqKE8mprSmwgq62qkJIpuTab0+wgPQNhSkHBVj07qEquUm6GZzKVoLHxYSqHN4jv/PBnd2k5opGFtFSjsI4UgYU144WFFknhXSLSWCLVWNgunHtpJbHNXYYz5nDVC/2qb8CMu2xRCRZT3AtU9rwUMy9M9SMhRwE5svQccsXtWdjn5OI397y5lFvwdrWcX84LqkFBSDmkkab/+y9+5+z+V09RFAqvOahKL5szpKDwsk3twPDoc2a82aR55Zh/HGA28QxvjONVZVXhteLJ+eNYDW5ubKP1Ox7MKUMreiuYEINY2Z2rQK24LzysSArvwle8VOJMJHBtDNaZtLiEW5JASQKFSaC4s0NxuRXWghJWLgmUeiSXdKzzglVNL375+8/Tdx56dINqt2uFKZReKLsBuCjz4KjgkbHJm6zwZgJTlV11FRcWE3eX+RWvECrMjl80Og0PEh6s9FbRT37+3PN2eNcrvGCFt3TTzPMQKQn4KjeHn+fxUWI/dwlcdfdY/grnx4DYCkKau3gXl8N10cjFFfFMSi96d8yAYRZqFiBvSx578oXUl7/6FXHkbz4lMxgog+1ugALBEK/AunMxV1dtc+FwnrnMyalYuLYqSD7YCOcL/QO9VFdbT3/yl/98x1xufiG1mYsuX/UWNb9ghXdRa1kqPLcErrFBmbux12JuqQOvxV4ttenqlEDpbrw6+61YtYYxQeIzf/2F21wOj2ZWYMebN6vV1jbQ8Eg/jhce7QOeyw6X4WZF1gqXccx4GJNBn9t9oKLMRXyIRa4gIX9qKkwBKOLv+40/v5ALN3/etXU35JZcfmlkY8xYPjMmyC6zBJlHCRTWP4VhzWM1i8JaacWSb8sCV7CoxRWVWVE6/RplsrCCnrfS5o1xAd2+mGUXUL2cKHOtu4leSZqAOSuQnVkwdcGI2WUUCslVxCf/+kt74O1Amp6eIpfLlUPplbCy6xfKJfvDRWgotPzZ4F3uH72hrqb+WfbKoJo9mPkoyrBME+FxcTjGgcPHll+8fOW8GS9fWshH2O7mw7y68l279x/e44D0cBYzlF9lGOANBwLlw+uI3yb4ihcZxYI6nSYkmYxR8EKBGJMoF4fb7ZIC/oAD8hJwJV+S2PBa8Erz5jjKRAEKH/DguIOLxxsO+KqvMgJH1AMccFXw1foCSwDUT3dcDfUNSVQpXWi6cNTcQdxcNU+BgweYM50RrjRS4CCHr+mgxtNXWK5nBzPMnM6mKEFKEihJoCSBkgSuewkoT2MrMdjnWGGXYIVL4NTZy8ePne6/cxweD1jZjcbitsSsDQRhxtA/0MM6w1loDyttkYuU0d03tKyhrlYeGBoWuoSq5zB7VpfcOAEuJcNtWixJbpeHQljl/eXf+asVT/3gH4tUg6ubDQttTncPOlqGQpviq4hLjnQcmqxDxHkwiDwMkPRVEmUqtA7WFBVaxnc4RB7zBL2A4yQTwZNFrfBUr9CMBW9BD/93ToEHWi5b1AswNS47Xa4UdHPZ6/Wm6uvrZJfLyfyZrexyuhBX+AhaJNT6OV1OgSOUZOjiTIKbQVyZP6vbfHNAW2Ya8VPK5wV0Rbx4oeCXhPTnCAXPwTAAHazjgwd4MS1ePhxUV1crKTz5jYKhXE9FGecolyIqlS6SIQ21FXXtrU0dDOeQJkIsdxcr7yGCxOJPblpBABRrLGuooRAdii4KFGPKQKMmLFAUkEWGSqO/ZqHNiNqiikaGxpS+YMQNmYaEAdEyxwA0JAy0aiILQwNoERXV8pqFJQBZUEtaPTBDNnNa5qOf3PV8C46nB/rMS09T6Ah10QKKB7YFgQXIxEuHoYvqkWzAQNHl6KJ6WjWenW2CmJIqnf6aQcnEtHwLkJani1ju4S+INoOUiYGxIaErKCtqRNRSWiSLIA3IjZB7XmUWs6XPTScqp0PRRQuqt1W1FB7ZnNIMjRdLNMveNdKpqSx6I8CYUol01ywEI8CYytBhfpE/8cf/0nPo5NGWRCxG0WgULsFSlEgmhFsw/fzDz+OKsmqKRMN82tmzcBuWcQWWYTkvsd/8xCfC3/ned4PjY+OCP3tnYP2Cg6InKLqE0+kmr8dLg8P99PGPvPeF3/zl+3cIpDx/hHwyf/JgX13Z0jvf+U7IK+PuguP8U08S4U5Ox8WqKcdVGDdVxVObHY8lpeh0iiKRaZqOhKmqspZcHizBoz9SfAg17iamL+THPFU8KJA0hU8MsUiSXOhIdgEiJhTozk6XogyquHzlwHXjoKbVq1pnPb5dXKVXaQXDJfqnbVlTzz/97acuv+au7begjfzCwBo3giIPJZ79Ny2u7AwByU2rolhjWUMNBelQdFGgGFMGGjVhgaKALDJUGv01C21G1BZVNDI0pvQFI27INCQ0RGtoYbQaEzM6Z2iMtYgePSuehSUAWdAsOjMgQzZzWuY153swPdBnXnqaQkeoi5qbaZEGtgWBBchEq8PQRfVINmCg6HJ0UT2tGs/ONkFMSZVOf82gZGJavgVIy9NFLFWigmgzSJkYGBsSuoKyokZELaVFsgjSgNwIuedVZjFb+tx0onI6FF00b5lmWpHWqIyc1LysqyWaZe9mkQpAFn0GkIlZk+aj53w7Hlf6Ry699+N/1jY1NSEU3Wg0Ah1C0VWYTtUbsNhEjY3LyOfx0flLpxM1NbWuoaFBTd9g3PkM999//97w5OT2QweP0sTkmFByWdVJpuLpuGLywA31YTMd60rR+BQdfOo7BVVLyCf/4C2I11JDYiU2q/+5Yxms/zGMgx6mj6sNG+2LU/eZOL184HnqG7hC73rnu6msJSJ7fU5KJpTj+FT+6gBSryo/fT7D+Pg+j8dDFy6epz3PHKYVzVvhBiSAzw1RcmBhtXGFh9xeVtQz9eaqqnxUvupVbYdarnrlfDWu0irpJLKUPPWq4jEvNa5e9S8MKky9Mj3nI2j14zyVL19FJq4qrv6q4vGb5/hoQhodHqVYPEbx2HT80PFXfe+6//V7v/z5P9sE7gHg8go23gayuliUof5JF6kmTdfctAIZKNZY1lBDAToUXRQoxpSBRk1YoCggiwyVRn/NQpsRtUUVjQyNKX3BiBsyDQkN0RpaGK3GxIzOGRpjLaJHz4pnYQlAFjSLzgzIkM2clnnx2J9TUO+tGTNJl2u8FMjFnih/a+xp1cLteehydFGVTn/NzjZBTEk9rRrPoGRial5mvGkQy4ilSmTBLps4g5SJAcuQyKbKQIyIWkqLZDCNsdwIuYdrblquuz2GfY5WPx2KLopsY0rD10dMKJlkJqZHz4pboln2bhapAGTRZwCZmDVpNn02RTZE4fW+j/09nes6gYQsvDOwssvKYmbVVLHnrYDLLzZlOHPuBO3++bdOvO19v7u2v79/7vNTjiaZs+695zXPHj9++i6HC/a646NYgWadIqOz8RdffLVOmzl4cSjFCDW1NNHj3/l7M6us9Jzn2SyOSwfgSitfWqeqVeNO1hYIVSCuaufrQIbo9FCCgoEYTU6NU9uyldTUVEfVrbDHdYov8AbcmSa2bNlMQ31hqvO30ZaNm2lyMiaW8ptXOamsLovb3AvMYrl0AImITC88cYb27d9LHq+XyoPl9P/++Y/lVw8drTt3vqu7Y3nLatywKaeT19ZLYaElYDepLnQ9SuWpEij1iCqJ+buWZKzKtiQJVRJXx/UPP/NdOt91BgtrbgqHwzA/dFIiFRWVVxVAXnjzY6HNBT+35y6eov1PfHMCik15PJ59KMV8tpr1sn37998JXezU8rZVnZPjE6iXG4tecbH4JfQ2aD+JZJxkUTWHMG3o7+2lx57Y8+x9r7mVaS31o2t93EI2DqHYcvvNP6tO487X/9SVS/U6OTYNRXSc+vq7qaGumaKJGN47UmL1VcUxX1npzveLwaaG35jrGivp+OlX6ErfEE2Gx2hoZJAunBqmyHRcrATzoJzpj4/tK+ZvpuWr+HYyMMsrkUjS4OUkPf7Uo3A9EqQrV7pozeotjjWrNsunzpxvO3X2wpBV380L7Fq/Q+ZFaCWmJQnMXQJXxa13VVRy7n2xpDhczzKfRdsffuL0nj0vPQv9J0FTUHYjkYhQFlk3UvRCGRvAvOT1+oSu1NN7iX7/4+/bFYIDXo9Lqiho1byIA8QNhRsHXUh/++lPjPg8jp7GphbeyYOFLw8UXz9Kwslv+ALMdXfBtjcOHcyJ1V4X2vDFr//grr/53NePWlVHiG4W8rPitVRhvB1KCGa2V1Vh5it/qY8nHLAXiQpzg8b6FnJ6U2IVVo9njrPBdb4fb+DiOt566200HR+hIRhis7LHHZqISTQ9JouNY0rHcucW/uOdjcX8zaRsxlXbbpaLmlb7hgcyNrlRdMJBe/ccxJvoJC1vXQ3D+Sm8XNRL69dsSkIZdp0628WvpjI2vznxcnKND+GlemuV6lWSQEkChUvAYpqyABXOr1DMBSmk0MoUHW9ptG4G5gw5JFDstvCz8cy5Kwf/4Yv/elsiGcPqKBbNoMSw+SQ/NvnnhM0kr/ZC9RA6xfjEGK1csaz7w+99606uKjxSBWWYPvCzeiECl8Mb0bBHSh4eHY//xz//r+Z3vP6uZ6EZiDrw4hhsJYWHBt50x/ueIpEpYes7NR2mqahMR44d3/jR3/uLhajukiujOL2UHolxfGZPxYhGRwfI5/VTWXkZ3josV85nLAjuaF4BraurpsrqIF3qPidWfBmeiMs0OqS4DylOaTOu3pwIVIU25zWt7MaiSRq5QvT084/RbTffQ+HpSbzV4VhDt4NWtG1w8JGCz+7eWz4+ERarvHxTz6ly80lsWzPbjPmszcx4XwVV5AbNTzXnh+vMOqCEXZJASQLXnASKOrXkZnb8dNeRD/zGJ7dc7rlAw8ND0FtG8XV6kiYmJjSFl7++uuDeywEPSrzABO9O9OP/+NsWvdzdMINYqMCrzKtXb6TxiVHp/jfuxElqRB9492t2rlm5SXxFZ2XdH4BvYCi35kc/6xfdvZeJPLXkxSpxVhCqQm6ZZdFcZYCiKLyqiNiDQiolUf/gFaqurIey6yKPvyhFpMWqqLM33ngjXbx8CgNwQrx1cceGxxIUCWOJmVHUCl1lnZGrukqTUhSbdNGePS/iDc5Fqzs2Ch+AdTWNeDslam9dJa1oW0N79x9ov9zTP5CLXymvJIGSBEoSKIYErsHpdu5iWZJCWZKVyiPr+avz1/7ju1PDoyNi87i62KRWhldH4TBUfPn1YEU1DpNKj89Fz/zwn1QU7cp47LlhIUJ760oKBYP00Df+9gjv0VHL/Pu/+FBfebBKfC1WTSDVvMxVkeUrB1+CeUY1/fCnTz2Tybs+YsXURikW5eV0ot7+LmppXkFOt0y+gFIEfxKYa+DP+RxuvHErTUdhJ4wzo/nNi3nHplI0MawYj8/fLTLXFsySHg3iNrK7t6GeJO3Z+xTdfMMdWNX14kjDAaqvbcYbXYRqqxsd6zs3JYZHxqqh8IoVXtzIRZD8LOtdIrOWwNU8QGdZ91mSWcuvBM0jgcKlXThmniJL2cWTQJE6pUhsiteu+eZUQINVlCTcL7z86tEbsVbGB1xpNdM/Ltm1KqenpiZpCi5W//ZTv7ObEVUeGSJ4asJhDwsReDFxYGCA1q1evhH6kFbxirJAwzvf/LbjkuQSNshcF667+lNWAvkvDhtAo1eu3CLv3v9SuVrnrDapGdfYVRNYMdoF71hip+D42BA1wX7XBftdlxtOAookTe48PsLPX+7Asn4HnTp3VNirKOYOMo2NYFciFO5rTcVj8cm4oVIRFz33/LMUCpXDfGEt7KSnaXxyRCi8Udjp+OFzb83qrcKW58V9r/AHiihkZul6rhj9XeKhl0CRBrmeZSlekkBJAgVLoKh3YFGZFdyEJYx4bQlkKjw1FoklXLyIpn76V6/6TmCThngiTm990y8cuueObbfr89Q4HyjFLszmO7Cyyr6BcZCEtrKrL/Uj77t13fZtO7UNa9wetU3KYqE0DD+uu1DP1LHjB1749B99YuV813mp8S+qwpuEQfQkzAwSUEprqutgzqB0h75T5ioANs7mcNvtd9GFSyeFvzx+0WGz+OmJJE1NpFd5i1noXCs9R3qorAQPI3Sla5oOH3uV1q/dKvwATuK87BQ8NrBfQDa2508Zq1esd9TXNNOjT+xqGBqCUdJ1F66hjr/W+k50zeL2z6xLnzXh1daJi9PQ66nUoq0ALcWhtTgdOWNJlJWFqmVX4OlUqny301e7ixfT2DTB3Dfs9aBjWQv97Z9+fLNVIY8+e3g33IEtSKt5Yc/v8+M8g3i23pauwXvffuNej9slFF3G53Y53b6uhqZVbJ5RjQNsd/p8fsflvp5b3/SeP6nAJnel8rw8dh2EbMHNotH8zZzfJFLw0DA00k9BfxkFggEKhIrC3lAjfpviQblmTTt2U7qo+8pFSh/RS7HpJIVHF+bTgqFS85nAOBSyjTmxursbq7sh6mhfS3EcdziBHaNu2Bd5cROwCVE0FqHWllWOttZV8olT55cPDGL3YCmUJFCSQEkCJQmUJLBIEliKqhTbv1bX1N5z245Nt3e01961rK2Dypq2GyTEHp/aW+oTP/3u3xvg+sR9d2y8ddvmVfv0sPmK89ftUKgC9rf2m+RamquWe+GXH56fhNid7sCJ9hWrWocGLmiuX3mV+FLXOddtO26nex/4g6n5qu9S5FscjRTKViKOVXbZQVf6L1NdbRN5/U7yhpQzD4SOWqzWoyxWAAMVMm3ceAOdOH0QbkOUZrBbtAlsXksmhFs61ouv/oDVXZIl6jozhpNdTlJnxwbxQsF+9kbGB6myoiZjxwx3cDVV9dS5Yn0KLlY8J9L+ePGWx28JpVCSQEkCiyGBa2EeWgy5XaVlzm93zy/3RX1mznPT1OH0zf96dNcHfudvHCG/l159eT+dPX1K6rkMhXD0VZzYWv6isjLqoBu3bCWfM4mzXO0D29Fe7OqtssfIzjE/js3pbAoFwnhDQ/30lX/4k4MMsRJXTVVZwwsPf4Vu37bmRHnQS6GqlWvl2KQ4m4C9XLHuxL/p6Wl6dtfPqKGhusKSkV0lrnL43BXetNTZNRgWHWFf0kfsf9eLzWouuMqaH2GCL2xvtt2wjS73XoQfWsW4nD/9h8cTFA0rJi5WA+Jq7K9kVKJ9+w6IzxmdHZswWKeEksu+iGuq6mC3DAUfph6sBPNb6brVWyWfx0+P/OxpL45bhjFEKZQkUJJASQKzkMC1MokW2PTrrLkFSmWx0IrfG2tveyc99uyrO5saG+nYsWNC8VMPfIrGEiTJ8VthGthz5633Ujk+nLrFQQ6523/yzMXO3BjGXFY49cGc1ufp44w3MTkG12IDY3q4VfxL//CZtb/90fc8UuGbnB4dGxVKrhkvDnPIysoKfJUf7zPnXavpOSu8atfxqmo0Goe3APiqwwqvv4xNrOcnqOuVy1c2C9OJy70X4J5MWeaPwzVaeFKx41Xx5qcWC8GVpSvR+dOjdPHSBVqzaoMwX+AjA9kIfXR8WKymq+d9S4DFscrbuXqzVF1dT8++sK9tMjw9shA1LZVRkkBJAoVLQJ03C6coYV5PErgqx8cSrvTzew+9+Np3/Q5t2LhRrHY+/sQT4nRVdUyxMsmKbwrrQ7BxbZ6cuJz66Ifu3/fVz31aRSn6lVds9au75rRdgThNVVnRUxEs5A5e0rvuf/3rV7Q1nezsXGMoRyXj02WHh4exaFbWoMKu9eucFV5VQMm4BJvSSZx85qGKikoKlCnmDPOm9aLgskoHrVuzUZg18HF7vJycTGLj3CjMGhZg16Ta9vm7SpTAmWmHD5zkE12E393wFHwP42S4JJTeCFylVJbXoK2Kgs+mHWyf075spbSsabnc3dvf1NXTB0/TpVCSQEkCJQmUJFCSwPUigYwW+OHf/5ue3/yTv72V97t0XeqiI4cPiyOEzZJgpdeNgxucDg99+0t/kdq6ae0tZpxipVm5VVd2VUVXSedfJuwfGLRAyrRXrSObW7z7rXdHOzpW4MCMehUslF8ukze5s8I7HYlNaJnXeKRoCi8lncK+pLqqFpvVsJEqYNEnRRamC58cNm7YSD29XRSLKY6iuYhprPAmIumXoOxxUORazC+7rnNjdPHCeVq7egsKwhuhI4XNeg7hG5BfLnCmtuHG4XOzy0OVwN/McGn33lfH57eGJe6LJ4GrfHAvpOAWRVSLUuhCSjV3Wdd583MLp5Q73xK4eLn/1Gse/G34yHU28xfR06dP0Rg+77OrMavAtrtbNt0IhdDBm75y2u5a0c8Epiq7fFV/TF/IV+mRsfGC63b37TdsP3zkGDU3t7DDYVFFY3kSvfbdv1M2k7pfzbhFUnjhoSGJT+yjw1SFTVTBCrwlFdwlcxNfe0cjPvN7xWEXvMrLAyYSlimCQxqu9sCuyI4fPg9ZYrdo6yp4YZiiYJkbaTfMGUZwpHAAq71eTeHl9oobCTLYuO5G/jRDP3r48QoGX+2yKNW/JIGSBEoSKElgYSVwNT84XvvAx1a3tLTQiziZdHxcWfcRz0edCHmlkwNfli1rhnIs06f+4AMv6FAWNGqun1XhsVjCCfMLa63dguDM6dPQE1xYuTaqe6z4h8pC4shkC7JrEmSUwKybKMNLAwklrKa6AUrZAmm7qG9to5c6lq+i02eP4nxoKH+UEl4aIumNa/NpUjFrcRVIeOVSmM6eOUsb4HcXg5zKa9x4mXChSQ4aHRum6opa7N1TbliVpYST5yIwa+CNa5Vl1fDbe6p9Ohq/bozSVTmUriUJlCQACVwVGstVUcnCh9M11pyrZBCJ/sGJo5N3vf3j9MCvfoa2b79Veumll8RhVXadxye1sq/dzjVrqK29Q25pqjn89jfs3GGHP9/wfAovmzM+t+fQrT/6+YvPF1oXv9+HBcBpYcKgKvhMy/Ekr3bjtK5HntxdML9Cy12KeHNWeFndwpdzmg5HMbBSVF4OH7zlafvdBWix2w873g1rYNZwiZLoON4qx4NmepIN0BegAvNUBFzu0fFD58QqbR0OkiBHjBraYcPBKj2vpo8PYYdlbdZc5BR2vFFqamijZTjeeWh4tPrYiXNdXE3I5ZqbiudJ/CW2JQmUJFCSQEkCS0QCuR5c7FNXrebbP/gH0ZtuuhF7WaLwwnBUmC+oSp56VXG9Xg9VVlVQS0sbfewDDzzzl3/4wcv/3x9/aJOaX+jVzLdQutngNTW0YqN+OXUPjvKmpYLC2994z+5oFMfgIuhVAI53dXVhlbecvvzt/2ksiNlVjjRnhZdPOGMlkzeseVxeKq8Ikj9oXHWcbxmtWtsk3JQNDl3B5i4POjUFBTyJ08ly3SbzXau58R/sjdK5cxdo7apNOK45CmXXR6Fyl1Dkk3AnwjbLZWWVYkXbUBJEn8ImtmCgjNZ3buNjhuXHn34+zDglhdcgqVLiupHA1TsPXDdddNU1tDSmlkKX/d6f/v3ubfe+33HvA5+gdTseoNqG5pqXX36ZLl68iH0uU0LBY8WOlVJV2eP4ypUrcXjVWvK4ffTPf/Vb59507013N9VXt86mTS6YHC5UGB0dhNlFgq709fsyZeYei/e//o7q0dGRDDpiqpKOk9aotraW/u8f/dp14b50bgov5Mxf1Hk1cnx8gkKBcnhO8OK4ZoNs5z1R31RBbW0tdO7CSfJ5/VACZYph05o4DGPeS5+HAiDXE1jdLYdJQihYhUM2HNTQ6qd4lNuEzxAw7o3HY0LeVmu2ok/gpWLThlvYX6+064V9lailjEG+sG8i8yCaEsuSBEoSKEmgJIHrWwIf/v2/I7gZm37quVcbYXd7vPtyz6mKiooDJ46dwF6iMc3lGG9E0wdOb9y4GV8+h+jwkcP0hx9/9+4V7c0depxccbNqyYtIHo9bLCjloitW3mR4Av74A/TEE7tWFMpz1YplawOBIL4W+zRFV6VljaCyqob+9p+/FVVh1/J1Tqopdz5rUOwVKxwOY8WxQii8CyswGae6uWn9pg56/ulD6FAHn0kBd14pimLjmj992tvC1ml2pbHyygNwuC9KPZcHqa1lNUmuBDV38OY0iaYm8OUmBfMRuCPDudh4O1VcsZlLYxnEcczwGqwOl+Hzx8nT55vZjtfvdTfyDVq44mu+vc0lKenCsKxpS9CSBEoSsJJA6a6ykkoJdrVJoPjjePvrP0zRSOSw30Mbf+GWZct33tzmWNVeRT/82Sn6wdNndiUS8Z14zAnljldfOc5hxYoVcDvmpZMnjwuPBSf3/JDBt/Of2QZ+lobDU8FC6Hm9Sa1LIfhWOKJdUHCmpmJVVvl2MPbVv3x5Ox0/fkLIRZUPuyZLwnf/wSOnbrCjvZbgxtefWbVMolgU/m+xIB4KhsSmqlmxmSWRusK5orMJh09g4xw2c7FZQyKRgrcGLD1fVUG5MU8f7aGyUA3OzPZRXTP8Gtco5jpJtImN7Nl+NwCTBT5sQ22/vpms8Mawi7CpvhU+eVfDFctE+aGjpy4xDgZ68WcgfeGleEkCJQmUJFCSQEkC8yCB1be8nTasCMa+9mev2/TsN94vffb373W8fsdKKkuU0Xu334wFHtrJi0Ec4FpM/LDyS6tWrRanqgU9qYNHnvseHd71naLU7keP7irIowM/k/nHdZprGBzso6amZfL//ssvHSiUV3lZWZLPR3C5jOXzC8HQ0BAFobtdD6EICi/BnjQpnDWXVWLZPGAU6EIJsba+mprbauhy90WxdC/jzYXteK+WjWushvIb4MhAlIYHw3DvVkuhCic1rGATDSXAOB8aK3zw4jS7kD+U9qun5holnZKTFPCFaF3nDfDaEPM9/tTzU4yhN/A3UpRSJQmUJFCSwDUiAetp8Rpp3PXXjIceefqF2+97L/34Cw/SB9+62TMwMoVDriSKTKXo/OEojQ7ihNXpGD14zwZWKvv8cMnJQ6C2rpbq6uqpq7uL/umvfvfkt774f7cUU3rnL3YXZPvKphSVleVzXuHlukci0+T1+KWu7h5/oc/z//rSp51M14gjlbku/GPlm69s61xWVkYHjpw6UkzZLEVeRVF4E1B4y4LVVFnjJ4dzYWcaVhI5BAMBWrG6iQZH2QMXmgUwuyYTSqLAWOp/FLn1Xhgnvxcn1QU91LzKhzcypX1ce3F4HBTeiclxsWENw9b2BhLeKnDLb96wXTT8lYPHxCsc5JVhuNRFUqpfSQIlCZQkkFMCC/u8yVmVUua8SeAb3/ru9r/7w9fQb/zlz+jX//wx2r6hhQaga14+hf0sMF88dXlAlB10+uJY0W1Y1rqM7rh9B746l+Ez/jF69fFvYvFnxZpiV7Cqsjzv85S/xIZCBVk9FFy9/oFuOn7y/Bo+Ta0QotHxyaHBwcFUMBiETgGfvOmVZv7gy0cMV1SU03s/9smNhfC6mnHmZMOrNpxNGtgxCPvfxR4pFbxgV1Zq+SSV5tY6Onmol8JTYdGp0WmcuBZLZS3jL1jFCixIXd2dGElQfMoFo3Qn1bV6qaxK+TSjsoEFEFyvJSkB+xHenEdS7sk+DrOGzo6NMnCli109tS63bxB267Xgx4RaR9kbOeTmL+oFFHss+xyVVlzTfzLYmZg+PytugcYbFgsOBlROKAAD2I6ZAcmQEBTZEB2jrMwsQG4eGroW0TE3Ri0xNKAWMRKZUgYskTBATNjWyQzZzGlVjrO3xkGZacdFsysdVGlCvhTOQ0ekNiJ9zc9Dh6GL6tnYgI01tEcSrLKzTRBTUl++Gs+gZGI2zFUS09XmrjWxMxGlkxmkTAxZhoQ1pRWSRqZFCqdVMe3nUw1DjVhfUbZ98fY5GrM0SjZmNkSjUSMmFCVpAqq45qslmk3fmmk5nUWvAB57avfeo2f6tn/gT35Cv/7urfSe126mW37p3+lXX7+dfvTiUfrUe19L/+c/HqOffOqX6dyVEWqobaFLPeep63IXfetf/vxIR3tLs9frrc5ir6+DIdOQ0GNlVbG2tiqvDsVeo5S5SznOl9ecZj+XKdWZxmqtB+cOoF2QG9fXvs5M0VBXXdPX10+bN28Ryi4OrhCMuC68/6qxsQkLacMX4aqtXWRco3/ydlYh7eYVXn7PCMBt1mIEdc2yoaGWqup92IHZT82NLfDFF6HoVHLRzCxmIgsesyP9MZhhpNAGDzW0YSCbggvH10UjExiwbvJ5AsjVdFYTJnIgFD6MpamxFZvfVlHvlfOVX/v6t8+1t9TV4mZLIV+zPbGfoHPfRKJQoNhj2eeotPqK58HWo+aIz4BLFqoCyAJblZYHKU+2iePMsDMCz09niWEJNFVJlzSgi4QBosO0j2YoMjF7bJucWZOCME07OxZGKmPKpq568IwJmFhHpIsWxtaGQE+cjufEzJlpwUxfZ84umH4GSlFWsZlCMrGZlJ3FUAEYmFnh2CPY56h88mAgOw+Gysj6aktsm2HNB1CFokA6GzQbcHaZWYgKAOs/27GeJf/0n35ReuGlbrrrI9+gj7zuFvryY3vpPXfdQJ/76bNUUeYl9kG/++gld3f/eBKb05xf/Zvfo8mRoY2HRoZEWVnss2uQhthjmnO6u7qyH9QmvqrtLiuZbELAG8XsAq+8qsqoHQ7D2S0pr16/59c+ee7Xf+n1Hblw1bzf/9UHDjx/qPsGrgOv8nI9uLwgPDiMjI5ST/dA+7PP7VHRr8nrnDRUVjR5ZZdXeN0e56IpluobUyhUTvXNldR/bgSeGtowcHDEMGx8KpZw17GyyXKcnkjSKBRet0eillV+eGXI/lLBG9Z4oLtwdeKoQHU6smse78wM+IK0fs1WOnXucOgzf/63E35njIuErwcqQOG141wkuElfNyWLVEiJTUkCJQmUJFCSwNUqgWlnkJ782i9Jv/3XT9DpS8P0a2+6mR576TQ115ThK6grdfb54X3lIe+tU7EY9Q2HqbVcxrMtQp/89F/Ne5OhYqzIVwg/h+PxBMF9mUBV9RUrOjZ/YEW0kBVgxjl34XLZp//sb1iDzlYYTAUEyyrLh+N+VnKPwpf/qMdFO/nrobEAAMb+SURBVFwebxLHDjvlJFhAEfnMn/+NieraSs5e4eVXHWgoKQgqDp+3/qCDsMK+aEEZIBLVN1TSwKU+isEuhd+seONauqqLVrecBae1PF7dnYLS27Y2QKFK625xupQNa4FACG9ofGNwy3IHp9Ml4Whi+X8e/aYrlky5Am5Wr4WOrRGmq6ClS5GSBIotgdIYK7ZES/xKErg+JNBQFaR7PvxtbFJz0F/+1t30T9/dT71DYfrHX38r/d6XfhpeXuW4YTQh0bHuXiwIJUgKSUiR9UO0uCKTLw7LNflY8hOXvSOIFV7oJNhZZKnQsiJcXVNFE+OTNDk5kY8tRbH4VVdTWxcfGc6LywgpydHb39/Xdf+9a3b+0Ye3kxd12vnhbznHx+Iv1tXQrQko5ahDBNXQHWpREOurBmnWg0JVIhM4zYwPeCivcePAibwvGfMmGB4sPLDqG+rofMUAPBnw5q8yiuCIYWJzFW09c96qMGPG6upudDpJgz1Rqqh1U32r3ViDnTIaGInxDk0fvGI4c34aUSvDHwtXr9gkO5xOGDF4qmur/WPjY6MVkBf8dWMHXCmUJFCSQEkCJQmUJLBEJRAdG6L2atfLv/TOW7f+2w8POrp6J+hPP3oH/eX3nqLmMnkKakeDk+TT//LIi6tX1zqn8Jhke7+FCNA4FFvYXIUleVEQC3C8YYw9IjAJ6yvmVVwBw5JxVVWlMEecnp7OxRbeGnCSnOTlU+N2Xbp4YQcY5tTnzvdNJX7l7Zvv/NSv3wGPFnGx3+qHn3o/vesv//PWCxdPU1Nz45Qn1rdQssvZtvnKzCmgQgpNJqBS4QM52++i95Wv7CJSCHXxcJQBhFNDKqqpqtZH04NTFHRUwOYVG9dQR/cibKbL1zpW0DmMXIljc51MHRvZlIFvBNMSrMBig3eWNQ7awHGI3N5CAr9VLmtup6a6NtjpdEHRDXT5XFIFGMzFcK6Qoks4JQmUJFCSQEkCJQnMWQJXpl03fuNHB6hMnr7o9Tjbv/XoEUpMTz5TE3LczcybXInVw1Ox5/0Bxx1zLqzIDPhZzc/ukZERscprtuFVdBdZ2NPyZjSn8JUr5bX3ZYV5YGCATp8Z3tlSV/FyjSt8Y66qN9Z4d37q1+/EEpjyZZjNUf2VRB9/8630F99+ivwBXwC6QS4WV33enFf44vCCIDlk7UQzRZSLIxfeDcmDp7qunNz+OLoVR/HyiWtTicWpUK5S04LiI5AHcbJaPTaphdgrg6WyqzDCkiwlYd/j8XjSCq9O2jbjlO2HykJVEp+6FoklagaGx0eYCryEQQTHS7+SDEpjoDQGSmOgNAaW6hhoL0tQtTPCK0Fu3psTSk7K9VB29fWtgrKrTy9EPNcjXs1jxZT33qiKLuso/FMD5/NGMl6ckrA7b2hoGM94ZS1Sj6fiK1eml2hyagLP9wrqHhjbOpzw70abwS17HB/qTdB3P/t2unRlnNpe+08UxDF1jFhe5aAbVy7DIVVBcdyyFe21BCuCwiuTx+8kr09hlelGY/csREodHDU1NXhzwXuMlMCKqAMb1/J/dliI+hnKSAtqZAAb1fBNpnE53IxxsBQgDzneHBjDhjU38L0YrAxLI+NiSQYMvsm8cEu2rnOriCbIzQbuHOxIlNzS35IEShIoSaAkgZIElpAE3E5qXlcvdI0l8fyqqqoqSDr88NUrvCqRqrPw85zjyTj2HMH1aBxX9spkHbjpCr4TzpYcsG1GcMQkPx+TnCWXcEw+dPP6pmRNpZ/e8Ts/oIaaAL1yvBdfinH6G1Z0/dhM97vvuAOE0gXQq/oBotdemLvCCw8NXj/cXKheBbLEvXBCUwdPRXkVhWBi4fGzoivRNNvxLsHA3i0mR5NQdnHARNqUIVc1p6ejeBN0AjdzPjjj5xI530hs77tm1QYxkFOyM4gjiyOgcUFeiiadq9BSXkkCJQmUJFCSQEkCJQkYJBCsW/7M6s5OmVdnCwmsn6g6ih5fhfM1IfzjKva9ErsPs1B6eXGYN+Tz2QPsXsyLL74c+vv75YEpaZeeN8cvjybrPvmxOxyb3vEVeLWo3/OGO1bR237rB/TMS5doLByh+z75NVrb0ICyE8uBXlhjmPFVGGbdOBY6B7ZN4eOEIf8lEYSCx77lgn4KVOEtCJvVpsNLU6+bHItTIOQQm9VYeKpM7QQZjfBbn0fY+igrvHaYGTjjsalHe9MqqbKihsLRWKXscHenMZamYDLVL8VKEihJoCSBkgRKElhyEvDh4Y3jy6Rly5blrBsrsuzvlhVjjqtXjnPIXBUllmECRyi0cAaQpmO4fnmLF7L4+e5yKQovZzqCdTsFmu4P9i/1f+TTD0srKqW+s2cveDd11ovn/qmLw/SF/9xPt6xbRg89f4zWtdXqqK7N6JzUVKzSi8O+fCHFBQJkv2QC++QNlBNWn4nYC0ISniSWUoijPpHJFNU2+TBoUbMcsuMbgnFSMSIfzgjnt7tCFV5uM5/OVlFdK61avp4mpiONE1OxIYazHS9fS6EkgZIEShIoSaAkgZIECpfAm975S3ex3e34ODxC+QOa4qpy4Oc2K7ru9J4bVlDZnSgHVclVcd1QWhmXV2yV1Vvk4JnPG8xUxVbB5QUsZRGL3ZJNTYepp7dLZUO9PT3JoYjTsMrbUePc3OiD6aST6psqHJNr2quFph2D2cQurPLes7mDHjlwHNeVNBGV92vMrsHI3BReeD9weRzCpGGpyEYdSMFgSBziUAajbPaAEMXmsKUUwjhGOFCGm8GXXipPX+zqmIT7N4fkES7JDNpxHjrml8JNWRYod6xeuSEFjxqhFDlUfycFUNvVqAQvSaAkgZIEShIoSeD6lIDb7RYK7ChOKeNTXdWVWNZBEE9wmpVYVlhDoSC8L7gUnLQRIuOpP157wsOZwpNhscFtEldxUiz4xhNxVcC8+34XfqyUHsTvRfwMATqyM+UKmpec1ee8FCXPmoDfTQG/i5rrQtTTP0l3bm2jPvg19lbJ8pWJVIWB4TWWsLOKzt1MSJX7LJFgDw2EAycUvRn9t2QCvyn5/X5yN7hpuH8anhpSUDCXRvWE72K8LFQ3KZ8icsmNV3Y5n2XNHh04iBXhdFPyiZxvKH4L5RPXOldshAGK7IjLbmeZB26m43Hu/3RvphmWLiUJlCRQkkBJAiUJlCSQUwJszhkOTwocbEhTV9R2A3AHVmEP4nojnr0nnM7kUDwe28HPYkZTVmiVlVq1AH5G2wRWclU9DatezjthpwmXDqwE86NbBLivoGP4bcHPmSTnSgG1+DM0Ot3ws+fPUhJclzWUC92ClV8E+R++uU/a1OTqtCC7ZkBzW+FFHzng39a1BH3ccg/5/UG4+vLATtZJU+rGNW2MLF4fxuEqrbwatjn5tFVdFZUDPnhnpg6ojzPYnE6j8k3GN1t7a6fk9wYolkyWu9w+NmtgiiUgkXRFS5eSBEoSKEmgJIGSBK4CCQwODuhPRHsOVcbzVLqd3CGSPOU3klMcIrUWyuyORCLBh0+8zIqtqvQW2MRDwMMpEThsqnyl21mx2uEqX0muCui0nkqVBRe0GT8YPVJibGwUF+vQ3lSZ+O7PjuMk2kR8fDIqFs8ujg9STUWAlV1romsIOjuFN61Y8bHCYhMh0vpVx6UiH1by+HSyqgaPtjq6FOrmgVcLT9qNW776pEVNrCTzIR9qmun0cau0njd/Lmmob4aBfQcNj002TISnBzkf2m5J4dULqhQvSaAkgZIEShIoSSCPBL773e/RxAQ24ojguFPyVUuOyjUOV6idnIEmcpW1kuRrQK72pN6WZlnoM/cF4G+TfLVuV816rC7CO1M8THICJ6ylEkh6SXJXgL1QVPkPGwhfisXiNBB27EqXZbhMT4w/f7FnjDwu6XI4EqeGMscz33nsuPDvb0C8RhOzU3jTwuBecy7iccKF9gkf2cuKL3+CyIy9QqmLj4dTfgtnmkaNpRVe4xJvYWzQdGEHVFVRK3W0rUlF48l6WXKP5aLmFxjx6SUXUoF5+k84PGbmGlR+c+VTTPpcL3xqfVV5qmm78hXZ2+UuPFyt71z7ThtTiDDPuQa1XnPlUyx6blG+ZpllkE8OgmexKlgkPsWSu8onnwwKqbbKqxDchcIRfW1TmFpf5Zqea0FgN37s4DbsFwSstmGuhal81Gux+M2VTz76qf4LzwAH9rRS3BFqcbgqVmF9NUyp6BB+I0IxlSQcJuGGLSX85yPw05xNFNJPdQZZB1egkWl2wLCW3NUbKDl2Cr+zlJrsouTkZfwuUSoyCmLwd2FnvuImi5XeDvz2wcUYr2Rl2UlAwd3JK7m1Qenyp/5pF9UFHbfteenc/mpP/CDoLIMyr81+ztb361x5WVawAKBarng1KAA/C4XP6YLJ9ZK03zVX1oONdT64/4pNp8gXdJqzl3yaJ7s4fPbywBEKL/fejAL8+8HwPRQsZ4WXbzi37PLGE5FJ5skCYY7KTYi/3K8e+PrlmyiRSKZ9A1oXyKvoHFA7hYsJjQ33mRf7FGTDfHaorfgaVBA1erRNHzex0ZJO8HGDH7+78GciYa4B2xCwFnVQapPhzSfX8Fhl2TF/fVpjykRpmWYEoeUiwpsQ2KsF46URddnK5gTFcwafm66XBftK9GBzAx8XybLk+rrh6JvLi+F8dYbpA/NywUSLT9Vju2213gIn3Thuh9omhqs10red68z1MMIAZVqmwH8ui/nzzy4wvRPydgGXT/mLx3n4WId8/eeCDJRdyNx37FxdTMqijiwnDvxSqvFJ19OqNMELG0KSwOdxYNUG0Va0ja8izvZzYMZjgP+Z2y7KRTWEbBnPVLDCR6mjKUskneg3Hp9cpyROOFQKQ5YolPlhvmRZYqc2ly3qhIEbjcbFuGAmaVTBj/NdaCOHBPgJ2SDOslJ7zKodeh4oRLTDTj7MW4wT4Ik4jwX857J5DDJUz4/HMcueZST6j/GtAgiVkkFvgaOfF3hTbZTHVRpPkbNi78hxDuqYtSqKeblRJw5xMSdk6qTWnfmo9dCPe1EWyxPtUfOtyrCCiX5AAVl0qLIDcyePB87j+U7UKF0tLtODOYDlqM0JmCM48Oocz5H6wOOVxwHzEvOLTk4CLy1rzs+qi46RXgYMNshGAPjEL2VssTxsA8rj+vAvkWdO4AGUaxxwnfieUGQFDQ2yMs8xar35KqrJowHVU1LGWqr8+MrzAstLpVPHM6eFnMCAF8K4pfr2avk61gzDfxH4PmSaAbn5bodzkGRvDbnKl1Osdw8YqfosV5DXE/Fz4GRUmDeIbpO1fTNs67tDMLT4k5jqBw1kXLma4oMHSI5NZrDgdUkEmU0SUB77XnVA6U1hLzo/CGGem/RUNCfiIwqe8a9oRZmb7owmYs+kUo67m8vkrdjp40ok0nJR8RkTzeC+4XmbZaa/51W5KtLI9DOTq+OQ77XMnI9VaaR58x4/B1Veennrx58erlZJvar9wTJVyxLl4k+6mxTUdBvEGEO5s1d4UZADp3S4vAb2an2W1JXHHSu6UVXhRd2NUllS1c2qTApHKcbgWk0f1JtPD7OL8+AQihZcn6xcsQZJB4XKynyty8rH8TJQ3tSAGxY318DQKEUiUVq3ejm1NNdjInLS2FiYLl7upa6efjGJe71uqqmugLcIHrQyVZaHYMftpL7+YRoZm6D6mkqh3MUxcUfwa2tppLq6SrhEYeUkhfPEx+n0+cs4xnBMTEQT2I3Kg3Z5axMta6kXN9j4xKRQGlhBVm6ypKhbZUUI9V9G1RVloj1c3yMnzlH/wAiVlwUpGPDDTUsEO1C9wg9zbXUllZcHhUJxuaePzl3oIeYdDAaos6OVKsFncipC3cjjBxDTR3GaXRT1rkJZfIRzNBYTdR0ZHcdO2wDaXqmUMzUtHq7LmuqotrYKMB9OwosLGfCNPBmeFpN3M/Kb6qthT+7DBgdsnoSSWwGZ8UTCMrh4+QqNjE5QGPwa0Q/LmupF3XmyHoU8L3f3U9/gCLE841CA+c2d68g86lBuGerEMhodg8zwsOA28HVsIkzVlWUwY6kRbRgZmaAptHV4ZIwqq8pwEEk7VUBmrFT3XBlI969EPBb8Pi9NYRywos78G1D/ENo3hYNPulCf85d6hLzqa6owBzhwFOaoeHBz3/DEMjE5JfqZZc+B68Z9srytiaoqsVEC/7jfL2FMcfv4Id/bP4Qx4qBtW9aI8cVj60JXL8ZjjBrqqqHQuNB3YVH/xoZaWgFe5WUB0VdX+kf406IYI9OQjRd9yXXgfljWXCdk6kf5YbT//MUe0VYe5yzD1Stbccymj4bRBzxGWPmsQN9zu7mPvF4P7g0HhTGueLxNTk6jDSExDkQ5E1NCSVjW3EC11eU4cdJDfEAM3w/c18ybFR6e6JlXM+Rbhh3brOjw1zG+9gP37IVuFIcC8X9kfIKqysuodVkjxijGCsLY+CRd6RtEHQfEuOCnL8+8sVhC8K2vrRT15nK4bWAj5MpjDPZ6kGGVuKeZhscbj0++X/lltHNlG9XhvmWegxhrPCYjkGM95F6FPmSZ4pVPjEvmw/c8K5ZX0Gdnzl0W/BsxznxoO9eTx+3K5csEfhSfTfsGhzB+/OLAnAn0ISsePBZ4/LDSN436dvcO0KXLfWKMDmGM8vjbuLYD8wJWulCvPpTVNzCMdmB8oi+n0R99uO+5D1cub0F/lIv5iPtoFO0bxv3K484HmbM8JnF/cRvbxbgJCtlwmWfPd+Ne4fHpo9U8t2BuY96XuvvEmAvBnzuPzwjGRWVFELL2Ih2jQch1GHNZGeYSng8Zj+lYced7iOvJvuAZd2R0EmMxLsYfj8mmxhpqaawT7eD7Poo+5HuR52nm2wX5c/1hdoa5o4Z4DuGxnoAizPCeK4NC9mJOwNhKYgxx/cS9ij4rC/lF/3NfsPIcCvqE4sdzQhXk1YD6cT2YlzInjIuxw+OA50QxJiHrcHiKxnEfVVeVi3lF3H+oXxtkyDLne3oa92c37uNzF7tBlxJ9zPNzCHWIo14VZSHxrOD7kZ8hPCf5ML/ws2ASMB4Dy/Cs4bHDr6Nh3F9833dB/jgqFeMAMkXb+BmyuqNNvNhwnXl88MuleNnFmOY5iMf+qo5l1FBbLe6tsfEwnTh9AXXrxThwY9yWiXHL7Qih33gM1qHvkhiPAxj3fF/wiyo/83ju4n7keYjrwvOmeBHBDcTPGpbJyUePQNf0kLtsmU7ZRWWE9PnCyifuxOQ05mgs+jjxogsFHH/4NrRVdpGHAEXdGcJKbg+U3XEFZPVXKL9gx4ovFGtKRoElNyajk8dv2L56XSvmJVZ2RsbGxbzE4y2BOnRi3sPz424ec0PDoy6eF1muzRiXPP/xvMtzMstnDfSBSsiDxwXDzuD5zfpCB8YAK8P8TOc5YxXuHx6DPN9c6roi5kJ+nvF9x+WMYjxyP4t7Cn3KvHjeGxgcFvfx8rZm8XzgZ9yVK0N0Ds8ZHmPNDXWCjpvP9+JljCOeY7gcnkv5Gczl8jiZxv3Gc4qYdzFH9aNfuU0d7c3ifpPwsOS5ccaByWBGIpRetGXJB/ZwMDkap+pGPpZXzKFLvs5qBVlRP38kjPpD4Agse2uZm97QVAa4shJUXl5JB4/uTf7uJ3/RGfDGz336Y291NDeUL8eKYwpvug4e0DwRsfLH9yk/gLkcllcckzIPWn4D4wc1xzU5Ip8VaswNQjngJzHncT2FKYmSEEIXdMBVT5Rh5Y3L8GFg802klAtUXd2ZTxw3KU9wTpTPD0wOzJsH/RRuYp5EeaDzG714iwQeXxmT+bO9OU90/KDnB2ZVRbnYcMm8o7i5+XhGdh/Dts78ts8rWUob+Rz0uKALoAyuJ5fLq3jcSC5T1IbrBLhab/1br8IT2agT82RZifqjfozPdWaYCy8YzIHrxIHxOY8V6Tj6j9vAEzwr5Kx8s3LL/cGB+5fJWEZMz3hcN/VUPn5pYpnzpMZKGU8kosqgZXxWcFCieDCo7RbtAXux+sW56faxPFi2zJ8bwHVkHJFmfmmeat34oaHUUsnjggUv8OM6cT4rObxKxy8pAIu68XhkXvzixYFlxGWJcQIkVU7cHxxUXpxmhYzHcsDnEzJiPlymeBnBg3YqGhVKPD+8GM6yncbDlR9qPJZYweY+VNqglMWKLCtnPGHzPSLGAei4cWIcKA0X/DjKQdSM/6QBXGchD8CE/HFlWTJMBBx+mITiwA8SdfwyXLAAAb+A8RhmiGgP+sKDhzlP+Dx+GZHLYN78h18AWS6izulVRJYjP/RYEeT2sWKmjlwm4/7l8cQKujqeABbl8VV//7FSw+Xxiw53g+CN+osvRMBlftw2vm+5bqKdAHK5jMshMxZ4HCn3Kb8s1ENx4TGhyCzd9+lyuH08xrl+ytej9BhDJVCM6HtWBPm+5rbGITcflFWuJ9eJcbh8nhMmoGSJOQHKGMud66iOcdEHKIxxuY+5rixX/jrDLz/8AOfxovahkAV4sDA4zgVpsuU0l408liHfM8rXBqXP1Dym5fLEWFfL5FpDAeTiuX48DsR8jX7ivmKFl+cDnhfU+47hjMv3CxfN7q14XPM8k5EpxgjmT+5rloF+nDIOzzu8WMFy5HuE+1vpa6V9LEduD8/DjM9la2NXaT43S7Dl/mA3XWLhE1LhNvI9JMYTV1AnK24bp/l+VcaiVxtTKj8uW40zbxaOC88mMcaQodyfSdwvU6Lv+GVFlR2/zPMLqxq47mJOB4DHCq9CerCow4HHgriPuAwEfjlied37oc+Sw1uJgtxYXB0QebZ/eBUWtrYsK1lRSm1R1QxnoAH66xgGc0QF2VwxLpyYz8VXJe4fh/zFT3/obFtjxSpeoGLh81zI403IE884XqDhcYksFrOY/+G3ifyAa/cAxjiPHf5xHzEe11+blzE2ObDs+H5QT3xjGI9dHgvqWGcY9wd3s3D/jzinmVcEczHPp9wnIqAg7ieWOY89D2QNVBGYnl8ieR7mtvgxv4u2CN7qU1cpiwm4XsoKc3q8orLc5ms+sACnJ7AChiOHRc9dRS0OjyXo7GH452O3ZGLAsMJgagCnMSHadWcKN4MfrsmGRvpSf/TnH5AOHX0x+oU//dDJjpbKLZh4UhiYGH8KUyseYrCmi7TK5yymt8tLk4qLWo5Kw1emy0Vrx5vhfGMp9II9c0NajStXbho/lFQ+PB7U8tSHmhCuNjgyPPR0aj2FpApsr7Em2SlVHmp9zBhcPgduAw9evqr1V2lUHozBgXGUuqppQZyWlfKwV3KUv4oMFRo93CqulmUuW00LGi4u3QdKXaw4KWOGc5Q2Kp9sVUxzOQxnmKEcFTmdpyZFa9O4enymV/pTaStPzGpQ4SxbNai03AbhEB4R8QKj3YdKQ83jTaWfzdWq3Sofvg+5nmoN06Vr44HxVHo1znVXx4sK46va56x46APDwQU0RrgeR40zb8ZV5SRSAOrTKm6+q1pvbiPHxUNaJ1iG6fmq+HqYvgw1H2SCn14Gaj1FWen5g9urFqef7xRcRYYqHfNkswWhuIKI66CWZ1cffd0KiZvbq9IwXLSJ56q0/DnN5erbKPBApI0VIDGOWj+1vjyelLarmGpJ3Ma0QgqQWq7+/lAxVV6cVvmreeqVcezyVBz1qvLjdqnjKxetHW+mF/dL+n5lbjy+9XJiGIdMmdlyUu8Jro56/7/2V/4Om9MaoY8OA8grq7kC+oyVUl6RxQ8vcjEcVnFsfHzsBisqPj1N9tVRMnxF4FvhZGCoFRRqCQq1nMJihFOmx7/6B1l9yu1T5Wm+t7mfOZNlrMpZnR/UtFqeKic9XJVpBofHgZqyv3Kx+vtIj6n0W6Y+ah6XJdrCc5QY8/bzFOPp6zlrkwa18KvlykLywz0ZxAcx8bC9egIrunx4hlJtm1GkNskmm4lj8Sg+WdU62ltWJV4++IKvd3BibEVzBQ8eoVHpB4ZZOuIt3Aw0pXPR61H1ePq4Hscct8NjeBKrl/kC33x65UaPb7z5s3kZ8xVKgVXIHa0vyCZu1zYV3ap8NU+9mnmYq6bm28nK6iGm8jZfVV4q3JwWcJ0YzXVR6fiq0vIqjjmoeXq4FUzN1+fZ9Q/jWJXFPHLJmdsgnMOrhaWv+jJNWbNO5uIpJngLWekL09Pr4yqOCss9FnQdqBJaXJW+NeKq/C3Qc4JUOv7EbBXUfDXPnFbh6lXNt6oj43C+KMvieWme7/RVYjpOYw1WLUpc1fIMwDkk7Pip5aMFObkLPB2GmZ+atrsfmFQvh0y5OqbpqMorOycDKQRHxVZxFbnnbifTqPgqvXplevO8bzfuVR7qNcPD+hnj8cHMhJ+7qk2tSmBzZc8KQilFv+Gri8dO2a2uqqAw9uxExYET+dsuiuMvk/g6BG2XnPyVyGKO4HbZyVP0s5Kp1d7umWCWDxOYcU2sNJ7mCOMlhemHOcd+PlbKKkwu5rpeNwovi5N9Bl91Af0anVI+Z4u3FTQgqxUAcB4Hu2HAb0t8EwRx3vLK9tUYBzJd7hvB56X2OD6FZL7tCC6lPyUJlCRQkkBJAiUJlCRgJYF3/8FXoTxi9VCYOVi8MVkRCStl4GI1lk18sOEvgr0RkYoy/2h50DdZHvJP4xd9+XjPHfHoFNz4woaXN72BLnfgp75QAqAA4DkPe17sTRkF78rcdNdf7nWl8F6N3ctvo8qhGWmFFmNbiRlbwy93QtnlTBEx5nOKP8WwYtzSstoR8Ifo1aOnK95y17pJv9dVlY1dgpQkUJJASQIlCZQkUJJAtgR4PwBsff1llIwVopSCAy9nsp19Cooy/v38q7/vA5R/lfhp4ZXjl/b/8d//z80wNAHM6mmvoRojbCcMfIcDtroJ2DaUQpYESgpvlkiWFiAeS9EUbI9Zi+X7xW742+i4hsawKUcSRxK2NLU7Guqa6ezFyy2T07GJpa7wTkwlhs/3jJ595fDJ8MRUxIEdt3LI75WrKiucHe0tgZDPU+ZxyWUBryvkcTu82LjggWKfgkG8stPOIIXFSeA9w67r5r1CbPE074WYCpj/9s5Hm7BkUwolCcyTBHhOwobTSCyRwh6z1GQ8IU1MR5PTZ85fiFRU1lBjXXXQ60zWVoQ81T6PI4j5Xp7/+2ieGnuNs73v9nW7vvvYqzvZTAGGswW0lp/QysY1gkKKL67ywROXD25Zu+wGM/H3Hn0ZO2lhj5vERmLh5syMYU5jhscJYJIrQKk4Nrhh9at3YKyvqjxQZ8a83tMlhXeJjwBWdtmGl3fzCnsUC82WdSl+UrNCnCvw6m40FqXG+laprqYxef7SqdqpSPJV0LTlolvoPHWin5hODD6z7/TRJ3e/0jg21n/ziiYnlQUkgrcZ6sdcMDGVoocegX0zucLYjT/WUFd3vraqYhwukRKDQ2PS4OgEnC04YXqJPXn82msXVMGxDqXGdbgst3yhABTBAryy6gFXKQb2Wmk2TPX10cf1TGxIdSjpemiFZbLUjSpiIwPAejsoO77ZrVL48bjNCiYmegx9ewA3CUaPmeafDcp+s0iXZ0A1JMALJZmqla62EZH3ApiDAWLBRJ8vsnU4yNNni41alZWVcHVXiwee0UZUlKujZeHwWpEalFlATemudp2jQzFHdcUYsvAZ11BfNdMM5THDfaleNTxElHqrEOP4sukERsoQpGPgn65Ldl4WMgAqtppnroe5L1Q8Yw8BqnsvMvNUaYz3DI4fAOD46YvJIycvhaCMVA6PTVQnkvFGdDI2p8OzAaYnlC/DjddIe3Pz8fe85U7PiubKzSATG4pVvqXr0pDAgXMjO0nCJjQsIOU3OeA665VSdsUpSx2tte1WrXn3G7ePvHrsB2DLinQBY5sHoQSXZFCosaQFI4gUrV/ZtNGK9/UOKym8S3gE8Ivj+BCc0vNzj6d2q7HPcJ4pgctG63Zo3Ex+PvABFBVl1dS+bJW879VnqW94ary9sYyzl0TgCZ5rOj6V6P7a95/sHRk8tvPNN/tpRXMZtH5ZgiciIQbgKQ9OtAlmH8FoLBUMT/c0n7l8if7ha6/APmpJNKdUiZIElpQE4BaKda+X4GUqHvKHPE7JJUficMyHz7N4KXTBHVPZ1FS4CXNFLT+UUXmedfiXnmmWVHOuusrAKxpt3+Sie25xUl2VB352HXJ1mQT3eTw3w5/shFzxbz88fdNTexue/egDt0dTyYSXpzpMcyz/UlgiEnj/6ze+8H9OXNgBv2SF1Yj3hUvYKgOzAzjKQ2em4MPZV2VFfOTUZeiusHTAqW0FBfBl7wzsHo3XdWRh2lAQ5XWHVFJ4l3CXR3HYxMQIZkERrLTdTJai/uHJlANNKLz4yu/xeOGgexO+qjjp2ZeP+G5cWx+FEX2Bd266zHm68OSO/XWOWDTmiMdGA1tXe5OjYUn+/jNTLvgFh2NppaW80MbuLtlFqx8PC79HkuurnPLAGHyySOyfk6gGKydYEBZ7qdWnRQ7xGFpUKJ6ByCJRKB+1fqJdSKhpps/iYQKYkha1yA8qlEeheIYSdUS6qAGlkMRsaJmGZTkb2kLqxDjQRXLddoWySVcSNeUVmwJCIW1K4/BFhj/KZDhJe+BH+46dN97i2bpuE3yv4mAGOMYPx8PU0z8gHz52evpy78Bl2AMdlqPRDuz4XqarCr9G5vhUUjw5i3oX0MACULS+Z1VA1xYR5b4zwzhtCUwjWvERNDZE+FIiY9M9RfClCfOStGGVS/rw/T74uCVpaCQl9Q/LdPBUAp+hU/KlK7LjfLeUHJs80Tg5Gdn3rjdsa2iqDXWmiy5dlogE/vupQyvJjdPTEngo5Q0YZQ72/4xBAFMF9nObKzx34NwOngPYJ3X+wLz4kAo+bMQFE2GkC6LLz/laxCgpvEusV/nJqT7vhq7g1C94aMj3xGY3HfyPp26FPmte11rJCwVxuCfbvP4mqaG2mfa9cmrl9IN3D4V8zmYNaZEirOxCKXdMR+ITrxw9f/bilVjdyfNxqSwQdwRwol9VuUSNHjgXT39W5rays3A8OBgmvXg0Jp3r5eVwombgPVAtE3RhbNZTRMhwRAsKheLpmbHUVTq1B9S0Hs8QTyPyhacudiTiRgSnYYsr/Kiz5ZcYE9xe5sfXmYQZ48+EuQk3X9Xy5ZvYGZIzoZ0JrijEhsAGbKhXpteN4MJojTRKSjwarTKyYGoZ6jULAQDk8Wdx6XiUXnpkOLW9vbHJvay2MdmxutYRrHLiqOsacZiMgzbgy8hdgYuX+zofeXJP59mDJ05tkadeqnUkG8u9zlpXKhECL9YaZ6Xh6+uoj9vU2QosYPloGUmPo4+LfUBpzgrckJvOMdJrQF3Eiip9K+uwFD4uTMx8ZtBPRoi6IjJ9+ydRnGAm05UhmY6eScBEC4oNpIoD0WBq5qDbb3A6O5aFO5/as7/zxcN1z7zj3g0r4TKPLYysijCUV0osjAR6+0fYHAWFWY0EUx2w4spfJJUDUrDCi+dXWcA3BKwaE6ZIhsNY2WXb3UImbqwcS4I/lF7UBTtX6KaNK/aD0c1WvK93WEnhXSIjgMc2K7r8YwV2uDdG/V18VjZgOerIp9+wuzE+3pdPWkrgRmHPDhznFV1zYCfP05EpWtG+TmpdtkLe90pX7dmugb1bVjcuusLLdzgrvP3Dk/0PPfnCmtvWRevWtQUTQX/KVR5w4AQZRSnUTzEsHz7wZRgPkPO9OKsbTcbCLr2mHAeKw6wpimdJthTMUlGmrULwsikzEKbnus2Fj6DFH1ZysVZNbv4hzQown+LNCnFa3xeFFbIGABItcP2sgh7HKn8pw5ZC3edUhzkRKz1jxwL9zUNESrrcEz8Zlb1Njc3Bzas3J+pbalz+auzoduGUJHxLl/FFVLw0A3nNyhZ5zfIHU3/7pf/ufHTPS5GV1eXdldORw/eGHMHVnthm5onyMCKzg109GFOfZzcO9Rz1+Hr4bONmfuZ0oXyZTq2/yoOFzO7A1bSBF4B8D/txU3+lF2ZqUHq/82iUWhucdNMGF7U1O2hlqxNmW06cAMnKkCTjML1Ud3/w4vaNy1ph5eXkqRxzXcm0wSDYxUuMjIzirU9RZPPXAoqocHWPT5cSRkoiRve/5ubDoLvbipaP6pVgk6uOMSscDZbeMMf+ffmNKIY9Om++ayNGSylYSaCk8FpJZQFhrLBxUHXT8HiShnqiNNQbxdnpfKMo+ea/TJeEeYLL7cE51FXC5VhkehqTZZC54djLcZHPZguq4stvmTjEFkfVxnCEax28NSzH2+ZzyXMXeyJQeM1FLEJaaW17c3XHL73l3t1nTu2S8TCu6+2WUxNTcUcM8mC3h5mfkq6CDdyl/hSd6EIm5LItJNHaANEkv4DbBKE4mvJyTTA23WDgoNKrV0MmEgXzAAM0FZZeisLOfJxI8M3Kq79e/MQKMBjyCjDzLYQ38ykUj3GzAojnRJ/FMDcgnxzt8nNzzSgrVk8UladdO9V8uzLy5TMd8zbgqQn1mmZuSqah6YuugpZ4aaDQdlHkvtHk0Uh547p33/vGVHtLg6O6w43PoHwsLTL5tsN/rBWJuu1/9Yx06fyQMzERSd19+1pfWdCzsrd/fOXXT3d3PRjyvLraHdsKvkkMPX4vyw7gpa+TGhdVVhM6KguQyLWDc2ZWHgAqjK/qTwPqYcxAF1hGKp5Gp8tXowIvg6qAQcA0eB+nIKSRQEK0UyVK4yObtpcR9cUk+q9BfJUCs7IQ0Ufe6aU2bMbtH0rRue4UPfdKks5dTvLKrzM8HfI6HQfObFzb3n/njZ3rk/FIhY5tKbpIEoCbjTDcbATZPgXLthgAOR40Wh35BuNNZXj+Yh/N2+/dcquWpYuMTETO44TBFRKv4sAmN/cJbuDJ9rqs9LLJBNvxAnTTxvabdCxLUZ0EZqXwsuLEPw7qVcdTU7B4IlWVLX1+Kc6Cw4/HK34cwuMJGu1P0Eh/lCL8iQsIap5A0P1R5c+K7vjEGP3kZ/9JrxzeTb19l7EZrUO+54630A0bbpM8Hg+FpybFGei8HsNvmV6Xm2qr6qh/8ApduHQGZkKys7WlAXfW4gceLnHZNXD4dO+p51+9QHsPTPtgfsFfglgaaZtdSdjtulxYnQIUR2nDyTa8Nowqj6N6tOROPEjYjAlkloEHPd4raFIRs8BRRrPSLSqRCrNNmxDUpHplOn1c8AEgC2bC43zxSyPq8dU4jw1VAWalF+Lg4WQIgkeal5qh0rOZhz6kb2cB0mepcXHFH0M6zUCFqfwMaV1CjZqvKh1f1TyOKz2agal1VHH4yjA1zTQcBFyJKvE0ggrX8BFR42qeQsbzWyYvzSqLrwrnq1XdBFz7k+FnLCtDq0M11IvhatDqq6uf4GdKp/H5Y5EjITkvjfvKq9/52nsrm+sbU87KuIMHDO9JU+cYHjs8r/CZ9hO4oZ7be5DaqoOO5ppK2elNpWprQkmvz936lf3n+uok93AiHqsUJOlhp9WLC1YTxqgebIgziQi6NnBax0bJ18H0eSKuA+iiBh4M1+epTAUsnaHmq1cVh69WMAayulOFm/F9DRJtwIs2tl5kvsKkGfBYhodJekM1US/0kidHiI6fS9I//meEQn6Jdr8ah9cZdBbexBtrJGlZo5NqKyMt4alXW37w6MGph59uPvVnv/VAs0tK1adZli6LJIHTPVP7UfTd4n1P2BHmUnh5YuaVYPa05MazOMIuycjjduHJlR1OdE93A7qCPHiIRUazEQwQDD5eMXb4wRO8scnN7VwSj3JDLZdSomCFV1VsVSV2Joos084EfykJaN7qgvuAn0YTMO4a7cdkN5wg3qQmfBTwTkv1aW+qAB/D58E5215PgHa98DD923f+no6efJWmpidUTOnhx/+Ltm6+VX7nmz4sbdu8g/xY9U3B1QO7JOsb7KEnn/sR/fCRr6cOHdvrWLW8+fzGVc2rVeLFukYT1P/dR/Ycf/rFY6vj8Ylb2+vJee82N9WU+akiJElemCe48TDgF1++cvDATjeKTWzf+llEKLz8qf81+CTIDx/eJGIODAIbOhohenRUFgqvwsmMaf9w02OaizCn9bjmeCG4rERx/RhXver5qHA9rJB4IWUXwqeEs+QlgK+ccG3ikM/f1dmxs3PZikTKG3GFamAsin/mcSCUdgy0jrYmfDnCPRSPUySSlKBkOdlMqrmuIhWqDC072jWID/ME1U18hCj4GbLkpTWHCvLe4mNhos34wKa+ROjZ8cs3UIh3Br+rVsJKr0xHgP/MvrjYm7DzJjet63BRZ7uD6qsdFIASzP0RnsbKb1cy8Df/3rXuwIm+V1a3VScwB4aCPmc58oGhmIHpyyrF51cCzx/quYuXUxyBakpO8q2QK/Bdxi8yXvx8+Go7RB4nP4Wsw21rq+5gRdrhKadkdMwaSQeV2EMD/3MGYZY0jjJKt6NOPFlRW+mYlVRVYcVndPnixYt09uw56fTp09TX10djY2OwHYkRdgFTeXk51dTUUEdHB3V2rpY7OzuxK5HXn4ob9Aq4HedCcOxo5w8uUwRv8uNDMeFybGqCTQyg3fJ9kd4wbFR2MZiRJ+QvNjaU0cjoAP3Dt/+UfvjTr2MFd5x8UAJrYPc1EnFItZXBnkRywvX4M/9Tv2f/U9Teupoa6lpE/wyPDdDwcB+NjA1RNDrtaKqr6Pqjj7xpzOeWVsxfe3NzRh+h8ZJ04lzfpceffemm++9yBjcs9xMcr0O5xQcgNJ5Xa3lFkl8Q+AqzZSEvH54ejx5N0JkefpTgU05QonV+rKSwLE2BQTwKh/Ey/tioTJrzCxPeYifNN4raFPWqr58ZV59nF2ca9WfF00w32zLMfApJz6QsO1xLuCVQkUMh9WIcPQt93IreLt8KbgUz87TC0cP0cTMtbpQJb6g8sH75SvaKJAVrXOTGJ4GUncEp7jdWhuFQQPgE5nmJV6TYpcvE5HQqGk3Vh7yeLl8yfkVKyY3m8vR10cdVPBWmXk1wMSSRp2Xj024YXmUm47FoOfwSQw3MBDWuXjM5mZhVnhlmTjO1CuMKibgKUNPpK6/t9eMPthDQS5NEOyqwYRYvC9NIs5KrD5zmqb4ST93310v0d92y8Cceh/3STRucdOeNbrp0JUVHzybp9MUEne1KUXdfikYmUjIOqXB97uvf3YINT8m6msreD7z1Nce3dDZtR+10NdOXVorPlwRW1SZ3k8N3h+QKoQju1dwrvLypjJ9jElZi2UShvq66G0QtVvX78dMHnoVLsrvYJpdSMSuULBjzZy8Q0KZpw9rlh4GwKQupBBASgJSMwawk4vg8mRXb3bt30/PPvyAdOnRIOn/+PE1NTcFvYAITI2sfmaAqxqz8+nw+ad26dXT//ffTgw8+IK9cuUq7Oc3lZDjkjlnTQWtK14MnZ3USUOvCHFU6juvhnM4V9HT6ONMoU43WJADEf40dT5b8wEjAsIu9LbB97iQ0ramJOA6TUBQ5DZmV3bQo1frxlQczt4k3oSWh6T27+2H6wtf+nE6cOShIV2DjyYpKia5MSsmhqaTrdXdsPP0r73pt53/+5IVdD/18b+eJU6/WHTv5Ctuzy/iT8vs8k8ubK3vuv+8NA7dtXt4Jd1434F5c8M0QkKVoLdoongsbVzeueePd2/b3DR/c7u1O+mKJpARFnPzYqeXDD96T8KCWsLqNK+BeXI9fSNBzB2JCAa5D/h1lyvSjqL+aZEWE+wLvBfTiOJReIHCvNaBkmP+qYgeMoUrIxFSI8WqVr8LUq46dPmpkhJSGb4qriPp8hpnTKp7dlfFVGl4cZ4Hzjc9XFY5oVjDn6dPmx6whT8dJD1fBZpiaVq+Mp49b0eHdTwQzXr60ykt/LYRGj2MZ1wN1zPVgu7gOXYuquOpVy0hH7OBmvLBMY6fcrobG2gby+SXJD0NTXhFiAfN8ps41Kh3flFigwA94SAAF8w+UX3yGP3KsV1rduopqNoZuPvfKi7sqsfgIu19XeWx6A08vSThYcbhcEUwmeFJDaU4mnZiYHSgH68wpft8UTkcwdvjK+7h4ttY/g7RmxRzOgSF/8FiPnKiVPK5qeTx+Zn0wMFkdCd/K/NT6FuM6F2ZMexS/w5jjL2BO/8mQRL/cgMYBxvOQmTd/hYpAP+rAB+33Qen9Yg++NE0T/eO3I/TUvgQdOpWkMSyClOHlvanWQWs7nLSqzSMtb3E466ocgfKQI/XE7pHOh59+8Yjfd+ertRX+5uoKPlFLmUdRZCnMswQeevJAHbnLYLqLT4W82zNn4CcP7hKYHHAMNwW97TU3nEHMUuF9at+ZZeTi1dpJ8E4rBExnGfiJhsDKruj+OL1l54YJBVj6ayUBbbLhyY+VRp7oOIyOjshPP/2M/JWvfMXx9NNP49NWhCfHFI51nQr6PZOr2+oG6qrLJtqa6+Jty5rgO5WPkJLkoaFROn2+yzU4MhHs6R+tP3jglep9+/b5P/vZz0of+MD75Y985KPy2rVrMS8qRQsPA5j2zBOvubJGhZagcIfl8+cvyOBNBw4ccPT39wsFnFeYV6xYQevXr09t2LBebmpqcpSXV4B9ZurhMjmt/tSyWAYc+Mo/zlcUaAVDz0OB2PwFmzgmsUgYb/oYt9MwFo0inUhgek/BOTSmQ16dVAPXDKVlJkcun//hmsANMhUep5Nnj9D3f/w1enzX/4BPjMpBvxoubGr9XGfGU9qHE8fkeGSy6cHXbml68PU3D1/qHT48NjEdgZ9dR3VlyN9QU1ntoNgaPIg2aOXrilZh83lFu7TTg+CRoevw2f4Lew+ed1263N18ZRiHH8cTeKKxDg7PgtDQ2HQhCIW2osxBNeVoc6UkrnuPJWhoPCWenHdho1othpTV6i5PGz6IHk4v6CAvvSBAN6b1eARrN4CAzu2POsKUEubGS0+t8tXDZhJX6bleHBc//OG2swLMdzz/GA4xiTDTNswUP13MnC+zKXc2NHOuaA4GuerDedwv5pCLRo8LF/dT2NhaX+bzU5SiUrnLK1Z3eS5z4dt4nHeAghkrtVwO5gW8VOKYUvxLYu7hN2U3FODDx3tpZDIhvWXnFrm9uZE+f+7czRM+v8frcyQuXLh0siYQivWNj3kra+oaqmtCddFkVI5MTU/HcZZuIo5X9VQqhj22WFdOxRwpOepzOCKwk4gnYTNR7vI4Aw4pgE9fPK1VpALBninsK9h+59adt960QdjDdvUONP3zlx+aTMVjBysTsRv0bZxpvFDZ5ePLfPi+gSUCDWLG6kHrnh8jWouFvJ2VmO9t9BWIlHBIJN2KSehKjUTfHcBK77BMT+2N0+t3uLHS66emOii8mN/ZtIH9jPN6Tv9Iio6dS0gvHZPll49d7Hz5yDnPjps27/mN974m5HVLpaOI83VYkfL7R6bWSN5GSkX68nNkkwMormzOwJvbuO/fevfGnXaEXb2DHZKnkZLhS3YoGTh4iTHorsA9HcVCkJN2bO24PYNQipkl4GLljxUrVkBZ2WUfcLt2PZOEgurYtetZzHdSqq25tqu9efmVjZ2t0zdtWl2+rKGyBQYmm8zMlDReXO5RdCmH2z/w6rELrz78zCvOY2e6Oz7/+X+s+8pXvip99KMfSX7wgx+SNm3aZFB8mV6vYHKaFV21fpweHh6SX3jhhdQ3vvFN58MPPyyxIs7B63FPuV1OORKNeRJJaJVg5ff76aabbqL77ntd8p577qFVq1Y56usbJFWpZzqVP8fFpI83JbNiOzk5IU9OhmW4/MBXtST82MaFcg3rDrHqGo+k5BhsrSJYxY3C5o1Xb9nDAtu9iYcJBqaY+3h0QotDmRL48Jm34gHDdeCHC07VgQcCrABPT8F2a5ImJkboymA3HT3+Cr16ZK+4Ydh8obWKaHkFP4hQBjOGlsJFcVDrjs//2EUdq26rD1VTfUjJ5L+piLhJMoCFj6GOjsGxqe4ndp88/eKBkw1jY913Lqtz0lY8OSq3OKHk4kGM5/AUlFPeyDGOHx8jPI7lqiM4eS4CrTaZhD9hyJ/DBpwusRGbRTipiNjYJohfmELsmVA8N7BS1w5Njx9WcSPqVZXids024JYXgT8sMB+WCctDKMAAcJp/5jKs5Au0UpiDBMwyNrNKd5UZXFDa4XHHJqcjnod2PUHrN7fQA+vuIOwwh0mT8quqDGEuw/HlceWzB/u19nm9FMBvAqZPqYSEld0rdPz8EN2x9Wa8bFZjhuRVx+WBjuZWuuPONa5v/vdjW1Y1duBdPk5DQxP09jffRv5K3I/xlJh4eG5LQvuL44vg9HSMwpizJ8ansOE2TKNjk/hsP0S9vQPJSHh6JDEVHQ5Vhdo+/svvqJ4YjaaOH+1xrFnbRNs2d6bu3nljaPd/PjxaOce31HzyLkiwQGI+PP1ClaF1uHlGkZjCjfXDQUms4C6D9s57CezKY/OGN1YT9WASemYMfNCuIBTcHVuVQwqwLCDmuqNnE/TioQTtPhCniz0pqQGK8IP3eZ37D8dj6I8oL5PzIgJKsisKNSyFYkkghtUrRwBfXGPjeVnyog0v3UhuxSY3FMTbUI4A0x2SfKCBP928AV9/+SALcSpbZAR7dfAQLIWcEoBuwY85rIzBBherpamvffUrya9/45usMNLW9R3H7rypc+DeWzd0BDy0nWEi4G0C9zXuMV6py76fOY/hqfh03ZbVDfi9gbr6Jw49vOvgiRcPnF4NxbcRCit96IMfTNz/jnc4oJQ6ArrOYgWXf6z8qvUbGRmhZ5/dlfzyl79MjzzyqKj0hs72MytaavqaassSrc31roqKcunipe5E//B4CiuHvstXRqpffmlv03PPPVfGvO688056/X33JbZv304rofw2NjbAkwF7N80ENuEYHBiS+/qvyOfOnk0dPXpMOn7ihAtmHNLAwAAm7Gmh7GIVUkziWLqAj2isW/B8A1Gw0swSkdIrJiKRZs9tEioZz0uIQicVKyz8QJCF5gotzyaUoZpVWKZsLpOpAhMpK7i8gpAujm2ERDucrKXoAotSlxRRqz4z48xHWijhDsl5rmvw+Nf++8lkbLr37ltWu2lNa3mCV25xLKIDxyOzU3ueJ4SMuPrsUluYhUDR5TafvJSg7z4ZFUpsNVZpd+Cxyq66+AEihKCrPPcKG/4dmyY6kV7drYbQoF8bTmDTkVyVUXO78zXCjM9y4h+7Q2MlmG8wHko8nli/4Lj6QzR7UDGwFJaUBPBiKXs93tTIRNj78oljckWDi/oHRsnrdcMlVoB+9vRLmF8dtHXTSiovC1I8hpduVngxz2xas4p+9PNL9PyBU5hr3PS6W++klS2tsCcdg+tDHPXd2gK/0HykKdHt2zaknt99gt755p3SM3tfoZcOHZfuvXcTRaan8OUP9zWryLDJx6IElaNcPHQUOLtZQeA/sXjKEYlGa0dGJ2rPX+ylI0e75dgoOZ478ArdddcmKNHbpcs9fcmQi7fTFaAMLFBP8H3EtanDzbEab4tHMDFfwU3ESu/HmnDPAC6mfVN9mI7vN7br+EWs5vZB6T2OF/qHnsTXO3yteuu9bnrlaJKehpnDqyfiYl67cYOb3v8WH911oyfVdSXpHJ90j73rjevq3U5H0MS+lJxHCcR4NSY6jhLE8M1dEswNJGxYk8RRwVcoUIGHVY4Q4wdcYgoYBfDmxTmYSkgOPvFtigLB3LxzFHvdZLmOHj2aOnHiuPyzxx5L/df3f+DGBjRHR1vjhTfuvOHCfTs2rvW65PUsDSh2YpZxiiVYTKVQTBAUbdkkLtbnlADLLQRWX1vryzZ/7ME76L4dGw49s//06af2HO783Oc/3/Bv//7v9La3vjXx2te+lm7YutWxYsVyKRQqY95YhYjIZ8+epZdfejn50EMP0UP/8z/i3f7mLZ1H79i6anDnLevaoYjvUEvj67q2Si0ZiUuXj565fPTE+StRrDDXvLhnd8euXbsC7K5r27ZttHnzpuSK5ctTwSB7MUiJzXddl7sdZ86ccR4/fpw35In2QYlNVpUHBxvqqifKK30xpFMQA3Y/Q7EXpbEqoAZ1oCqapv59gCEwLZAHh8f9py9c6eTVtHJ8ruLPhhygCwrjtjAmv3BcgTUEZWoMyXBaLlPIo/BktZgnUs0oDuZ2qqKLB5hCKDhCedFXIA1brAuPA+jlsgefQkMBGStGbnw98CdGxhPuwfEE9sCgXWrb+MUVAuLW8I9NG8RXIcTPdifFygcbAt5WBmMoXknBPGFoOPhwT7CMsPhO+7CrBAvv4gGDjdCiHH7gXCtBHXVqe8yyUOGFXJmXuNkZGUISfYIoj1dV+eU4l8E/c9kAlcISkADfbJMpebK5rt5VWV6ePHj0rLN/YJhqqstp07oVMJPqokef3E83bu6kX/mlN1BzYzW+MOGlEt89btu+jsZHo/iMPkI3dK6lVe0t1DveTakJ5OOhvLajjfirVgzmVU0NdY5k6jjM3mK0fes62KGehl/ZUXhXCUm8csx6raL0gRaTF2D8TqUMnPQ44pTL6ZBbm+rk2poKaahvSrp0epRGJydoYGhYHh4Zl84dP9u70iG3CU1xCchXrQK3heeSVbg5BhHpAWAv5LQedrivq1I2sPF9Yg4MYxOsatB9oJ7o893YiwHAj56O0z5sxoV3BqrFl7z3vclHd9zooroqJ774JemZ/THpx09F5bGwI/TV7z0z2VDbtOu+uza1lwdcy81llNLFlcDPdx9/FkZ0d0kFHikMTReTJN7R+Iqvq23Ny86hRh1WtXru5TMvpMi1Q4qzwpsnsLILFFZ2CWZKvBluRcvyMwCtykN5XWe73v3udztYuYPC52yorex78N2vPXHrpraGtsbKu3lGgnlAHBMR9Ci8qmhBTFdayj4CnZC1OHQNJjx8LUvJK5qrNq942y1057aVh1450X3i58+92vEf3/pWK34E215auXJlqr6uLskru0PDQ/AEccZ55MgRUfZNm1cfv+eWtf233bByFY7C3cDl8qohVjfFSjMryUiLykGJdPjctOzGdS38w2e0G3qOnbl8pGtgcvrwyUuVhw4faHvxxRerwEIotfo2BP3e8fZl9T133XjH8LLGqlhl0O2tr6kIYndsADucy8CbaaAHKPoul6sGZRVXTXHLdXmQJxRlR9/QeM/HP/PvU1gCD6yrxaYstI6VPbaC9oLzmZEUnRlSeARxryyvxOd7TKTcMFZ0WQHkIvnHSh8XgUcKx1ih5gunmaOIL5U/6hgKBnzos9DYl37S3YFHphuuxXhBXGkTKsuKrnA/Bm0Vi0L4vCpRa72D7t7qoaPnsVHtUFzIohP3+TasbfBLMcvG3FqGAUXY7Z6NIoLQAKFVcs8pyWv2r7l9ZtnMpOEQr1gNZ5ORGOLMC57zNAWYbwZWgEthaUlAdrnHzkxHA8FyN528cF6axNepiYlJqh70U093r/hKxPddeciPFV+sEmHK4Jdv9uBQVuumd9x/Cw13Q2FF53pq4jQ1Fsb8VImHbIr8ZVi5whcqj99BiTCuMImLRuLU2lFFq+OtMD2bAN+gNh+pkuE5K/tOxf0I5ZyXRmB+gbkA93t7pTC7CAR8FJD8qSNHLjmkyalL3lTyJpXXUrlyk3gRgh9S6zBnjWCFF1ZY9INBmVbj81I7v5AjbXWL8KTNL+Qrobe8p5boS30SDY+l8CP64Fu9OKDAS904VOfnuxO058A0XUYcLyVSHSaxxpqUJzx9+pbnXz6VGg1Pv/DRd96+HOxKYR4l8KOnDrTxiq0cDxdQCus9SXzdqObnMRSGGL3hjnXdIOywIn70+cMVrBzzam3egHuVObL7MsKBEw68pP7Czat7QLcqL+11jODqvnR+8K5bNly6beua8Y7miob2psqdLA9e0eXVXCi7UDnmHjCHQY9xCL6sjK5qrdmMH921beXp012Dz756/JJ3z8vHlp84caIBpQnljUutLAsMvvHum87evGlFbMPKhuWVIe86hrMizvWDsulwCaWaoSBMP3nFeMBQ4N0SUDol+C1svnlje/PNwHnDjvVXYDd2eSwcPxaOJuNDQyPEq7yY+CXYxbrLA55QTVWosrayrD2VjFsY3WD2MgRzWp9pzkvRsvryMrgPu3JlcGR5DAp6OQ6OFEpbekbkC/+YcgqrvexLmv1LQ3yZSROZKmdWbWEvDBJ4L/AIFVhfgSUTv9AzdvTbP3l+/PCprjVeZ3RFPZY2Qj54EsSTghV+mEdjxYhXgHDcKdodgaf2MXzm6x6Q6QxWP9js4alXY6Ld5dCy7oSLBZjvWroAYtmwscoweL4cxngBAIvptAx0PLj4AXU9BZaHPkAUMwoqPvPhHyvBLFN+j2B54gOEWE1XlV/tBkZeKSyOBPoS8nF/Tf3NTdUh+Wx3RHRJCtPEto1tWIGdwEslts+6mmnL+laqr63EgRPsFB89zR2MHo7BzGoyHKWKGjzgXXHq7RmhDQ3N4ksLXIGTLwQH+rBlnByHiRsoeJGCTbuaGirh8DoBd4sJsZHGvAjA3M1BXTTgM3QZf3IqAreWTbR92xr56IlLzt0HDyeasKcajUDJSy/w/YEpS5g2rIHSexBz2Cjmsu/2y/R7y5QvVTxP24UIbqhbK5RDKb43qGCxe7KzXdP08nH2hiTTptUuuu8OH63vwMbdaolCON6tLOhMfeFbo/CnXn+9TWl2opxX+PB4eLks8TLKZP5yMCgkhwdmtmVQRKbIjdWbO29ov9OOsKapYyMd7Uc2DxQeUTkGDO4TqD7Qj8Eb7svceIjeuW35XXa8S3BFAq7P/59fGq+qCC33uR3VqlB41VRdjVNhxboyX1ZGuQxe/W2sCa7m362b2sfe+4Ybh8fCsVcmp/CxDEgVZX6f3y1V1laVrcUGREwHmIZBx32dTxFnHKDj9D/YHvByJ1aBeSUY9mROuOJqXNVa25hp07JMVBeDssuEgo6HF0/K/J8n5DkFOenpXLms73LfyPIJaAw1UKmFCS/fIFD+xMEK/NEP/9mFDRfHzyFWCq0Cg/lTocvjSQYDWHJZIoHlzrXHjSm9erpv92e/+L2tmzrkwIfuw9J7rV9s0OAVa8hU/GF7QO533uzHLwC8jwb7XNi+j/DspMf2RqH8IgPhFti5rcC8wyspVg0WLIF3BC/LF1grQ2iCEEG21L6IKpVb4L/mocTymm3gHuEfnvEiWK3+WvWRgl36O18SGE0kI9UV5c72hip5aKyFBsYmaF1rE1XhIBo/Pn9d6B6hTWsbceJiN13uHYQSVSU25PIXlhRMqoZ7sIkWS5Mev5MuXh7EF1lsKg2F8LLIm2pl2P3CHhdGqLEoVrFwI3vgMxCzO469dpIHn6awNYHnzxk3j+dZngsiiYh8+80b6Nk9B2JlIwN76l20AyyXbOAxzkrvKrz1DaCil9GGA5h/HhshensNzNSQ5nncHBjEUuIXSN7E1ovjh3eNyfQSzBpw6A599J1euu0Gt3BTxosDUcxng2M4gvhSEhvZoo6n9svy8Pj+jkPHu16orQzF77tzUyvclXXg0cV2h6VbzyzwOaTb25bREDZx5tJFNfZi7ENhcPthCtRLFfAglSssr6FduIF2ikO78y3J8MNVhg8W2PnJ0wP4EspLDaWQTwKuptryDhVJUSZhhaBbMVXzinkVeiPMArjPeEpkbYcV2trKAP9WWJWl4s6mblwel4HVA035ZX7pemgTglqGmsc0PGEwnb5OgOmTs4rfsL5j+qndhykcE1USq5y8NhvEp61ABCWDK0+C2NRM05hF2S2X3U2G+orJ0u108qr83Cs3qxZliFQ5suxYhlzxK1f6k1tXpwI7bwikeofijpdOxfFwRS7uU/axW4bVCj5ik3cpswkD+9sNYkmWV33dcEf28qkEHTwDrReBP//dFlJWF60ay3KDJzPCAXbCGTzTwCocCq8iVzx3SsFGAiw7K5naoFuCWb78csYPf+bFNw9Px+hScU1/hBF5nM9llkLxJYBXX/fA2Ci1T1fyTCt5oS2NT0Wp58okLV9ehhO+/GKjGsy2sGk5gZkYbpPQWTz9916apJHBaarEJpukM0oHDp2n9U3raSoRoWls2FlWU03+EPcoK2D4pAqFNwAzB7dwoaUorHOZJtmsIYbPPMvbG+Ttmze4hvbv9ySnxrjAYgxRUe/5+MOV47G+CS8CI7DHxQcqenhIpjWY19YGFKXXSjXh+4DN1tgLz7tq4a4MN89JKMvT2HjAU7oPE9pLhxN07EKSjp5J0gW8jIyMY28H5splDS4sKfS1VYX6245jVXhsIrzr4++5eyXsxvA84EfYnG/p+RDVVclzdHQMkxrPaAUEvgHEDYVPtLhv2PY9V3j8xVM7sWqF1a9JPRpPo2BAL+J3azqD3/swjeI+YwfZsN8Nx9nYrBTySQCrrfwurdwUs1Em8xWQK1+5EXlUYBbTKb/qDZoNU3Bz8cyXp5ap56SUw1LgiUHIIh+bOed3tGCJE2EaOhwrdT6Mcz4+l21X1Q1onM9v/WFMnLy5DR7LUD2GGgPqj5VvPKgcjiS08wLvRiOPYqZUOXLVu3pHui/1TQy8fPSC+/mXYX97eELi44A58Oou11sN3LRybPSorXBSQzU8UtQ4aMMKrBbhE+FPdkeFqzJev767HL4pISf+DGjVWObDbHl1BZ91xapKMxDBOt97s1qV6+6q9IjSbDVuMdRmLBfmhQV7sQmOp2TmyQ989YeuFX2olsVXtXxES2EOEljmca3pGhw8cq4suHFTe0tyHDa8/aOT2JDB9wfsQKuDWKmNYd9EOzU31WBVFe4pZS+dPTpA+185RWva2qm60Uu7Xt1PAbmCqrFCdW7oAq3d3EA1tSEc642HrewSrsZ8uCHZ9IHvMP3cOuvqYyDwvugE3PfesH6N6ydHjskBGBFD4w3OmucCEPL45Wm6EpGNGNz72bQB8/v3YZb1OzBtYH/g/CXEat7ipQqcLk98iM776iT6R+x+G4CIv/z9CP30mZiw5eU5sxl5t21x07Z1LnEwRVONE/56SR7Hxtx//b48vK5jmReP0zC+gi5pWS1AdxS9iOGRUcxhHtw96AhWnYxhN5J4XaFOBYwOxV5/YZMrx6imsuwE4GuVvOy/bD7E44dgRQr/p4iImZCVXQ6s7A7grqgD/EX8dnAdUrEh3HIRCgYCrCVjGagUcknABfXO6t7LRTMveaqSpGduBdPnFyuulFMsboXxqasK1MHedjqSTPjgupc8uHfY2wk8BhkmQ34pnMQnLL4RePiLG8JUBNx2yUlYDuAEsjhWeVmXWJSgvjig8PjBUz0HHnvhRPzwifMd8dhoZw2U2JvWudkOV6qFLa7Ppyj2bIoRwWfT8TDsbSeScHuEBwQO6jiIlYrdR7BCEvEQFpCod0iZXG7FJ76VeK7aKbssIyyuUA+0q1fAk0MFOrgeUuE8OxkKxNIfgwRYVmqwGndqXiFXlZ558kscKwUcGA4lRox5Hrh6BVhPg6xSmKEEnIl47c3Bst4Xz184i9XSlSsaa6izrQn+Op0pt+RMVVR6acuGFnlF20qnHHVIQ/1hOnr0LL167BRtXNVBqzobae+Jg9R/aYpuXbuVDp47Qas311Jrcx08MmBVFx3Ez/wo7I1asMnMjbdRjvOSom2Y0Q3Ih18kHE0NNRTz+tpjcN/tklNLXonj1vP4bsOAZgusc5jjjuHl+9FhogehDvH4V3ZcZEuJv37woRS8GvxuqDZfvYI0VnnPwGPDA6/z0lvv8VBrI2x38UVsAjYSPSjg6ZdidOFyUnr1RBJ+er2Jnv5j9OzLFw7cvHl58s6tK7bCP71QhBbjOZfdwqsbMjqGcY9jPhWFV2sLepcO4nd7GnIZV2jFqXo+BU2OKkrphZ746nS+5WV4CId74VM3XkaRL43hj1PylIVYRZNh2wdffnXiyGGcYM2runICDzisgsmJSGo6WlJ2LYVqAvKzphQWUAKsFPLEg2Nzq5c1Vl++eLl/NVZ55TLYtrPNKo91fotXA6+ATvLSWI7AK7z8gzkDvFss3gsMfy3grwTHzvUf/Yd//+mq6tBk9c5NHupoKUvUVUpSmZ+cvILNbcR/UWdRdy2OI5ih3IahzfLnuklM9JdhDLfnKNtS48ANfL67vVx5YOhEZJAMw/lz+r5JonEsLfIAb8ZDhJfTwdryhQHgUsgjAe6vfAFinnHgflWHN9ML+19ceZjwlw6+cp+q/V1IPYBeCmkJeKcmNu0IBM4evHjpuQMjY8txNm2zD0cyeeGasba2Gp/Mq+jcmaPUg8MfLnVfwabRBL3hztto/bpWev7QS9TbNU5bV26Esnuclq+tpM1wZ8YHV7Cyy65VYjhsJyklqGNVA+8Qtpc7dxw6kWl4JbmwAFtieH8sK/On/GWVzanxsr00OdZeGO3iYqWbK7w28Lv6GAb6z0dk6oRpw1aon3inF2PbqpY81lnpvbOC3ZQR/TdMIljeg6MpYdqwa1+cXjmRgA12ki73paAQK18I+SjiWzbHGmrKLzUMDSfoe49cGFzVWtfT2lC+ivev5Nv3YlWXEiwjgYNn+rGyGsDR1rpx7i6LOwN1ATkRuy0Vn8Dmcn6I0zKYB8Ww/ApvDhOUcpXjYZfEJsPAGPKqMxwzMZzedjGRcrcLetDhrbHCWbECF+jN8AghyyCFWQTBQwpv9JE8lVAkXJSauoChBn9+4kmX4VeKWUugpPBay2XeoOpbNuzp/Bs6lw+cvdS/eioudqhJvEGLv2SoNo5QHrFwS9JkFOfUY5yrD3195TAPis/3nO91SgntJBE90gLEUU/2uYwNhQ4o7rLU0eKKvWtnKF5f7ZYmwwnXFFZxcagSPm8zItqCxvCP/euyvT3bqfEObbZhDmHn97JaEqu9z7wah80g3LUB9xfKFbMEJG0VV14hZBdkh3g3G0IV6Hh1F2K1pRGIpT9zloAicYUNj8tCgx4XQ0PrK/ZMgu5TlF8gcZwnLL5iqIigL1OBlP7qJQD5pFzTUytvdNPKsemJY0OTY7tjDmeSnYlPXLhIh/bs9yR8gY41a9Y2rGxvphvWdeKLqkw/fgb7Z6JebHLrpCOXTtLqDXW045YNwl5XvK6iA3Ar48VVphWra6mszIfVWJgzpO8ytX+0uqDTeAPcNL7iBPG1B/vaxEuvlm+KMG/eiNM7MCSFB6RUe1Oz40z3uQiWu7AAprhgNJEsuSSPZTiSgWkD/PJiEyC/gP9oGC/umOMq0X6ex3gs2wU2fXhbjbKJ7QUsADwDRfcilNxJrCdGkdkBlzOvvc1DK1ud1A6bLfbZGwhIckONO/Ho8xGqr9twtL2pYifzx35+sWcG/aK/3eyKLsEtJPDI86ew2zMEBXQQd1UMq1a15K7d6E5OdOGZhjQPWhavw4vxjTdK2NeyyYGcCkP+Mt3/mhsOAeFuC9b06PPHLkiBUDtFenFj4CjiQCM5/Y0UHzpMcmwCJMybs1gZ5psnBpdk1bCYCEu83+We7WufQ/adAqn0x1YC/PwohUWQAOxtPetXtsR+8iQ2WeLMBczivLglNi6IBzri2D6IE4hTLnZNho3Q2P2cUQa0KuP+YgWSTR/8ksSeL3LNoRpZsSKsv/Ikyj+Xy+lhvus7l9U/8kx1349fuNg4FYulegdwXDJmd16tVm5bzAmoNyv2bjfbLmPDGmyUeUdyBQxtK3Fdjs92u48k6FSXeGMWXhl4sxqb/4LMMjCcN37ww4Hx2LShBQWhiNLqrqXE5g+o9rNagl2fqfn6q4rLPPhFhX88cBjOgxvTfeYHoHq/mMsE2nUfWDyQC4tQqqDUeuiaCEhixYllGnPQ8KFE9MKq9raG9oa61IkLFx0jI+NUV15Lngo3nRk4Qzfc3IrT2DqVjW0g0kwWQO/CimVtsAwv6qyHojB+FqOnklDI2EMDr+hyBruLnBzChioYpXqDXiizVpNZprt4Fc3j9sF7xBD1n5+Sqssr4JFF8mClMgFKMc9ksJdujGevFshkBWRzGiI/jhfxx4YlYa7A8x8vduOSFRjGtu88h/1SPfYiQGE+A88Y57tTdM/NbvroAz4sDLBrMtgFw8SLFwz4qHVscpMOnY65Xj4cx27rId8jz5/Yhc1rElxy1jVWB9ZlFVQCFCyBvYcubWJvJMlk5GUotdvcNeukxNAxeC8ZEGNcYyRNo/Nwuhr7yMWRwhQZxMPRQ/ffu+UWDccU+e8nD94hSeV4RvJT0pF0VSx3x4eOpJVdRuYRgQHBAfcuzBjw4J0UHiCS2OT2lrtha1QKeSVQUnjziqj4CIqSKEvN9RV+fiZM4eAFKKzCrItXeIVJA8Y3PkHBJtcRh6vgINyTyTigQuJ88wzJtwFPnDBn4AM7+PkPlKw1FgYXPYgVA4dr8mzX8Jm9B0+PHj3TE+odGK4dGplYxX6JKstlRzkm5UosdbB9Mh+MwXVl12NsvsArFWyjNgQ3O1OXFBg/CJgmAq2V29aCHcq3BbOabWgL47FnhoOYa07hyw+HWqTxlU/Y0yFaCosoAe6fufYB8+Dhzz8eGMyPtTkeLzyRCUU4Xchcy+IirpUAWbBoMNUI0bEY03MEezXyTZWX1dTFsYHg6X2vSl7snm2ur6XR8TFkSnT3vetp5YpmKFL4PMsy108rLGRmCmVXvGbD4/nkCF5ucS/HYZak4DMOvw3DVAn+ej3sV4trUEgQ/GV4kkjBBZofG3xTAWgD8atJ4eWmcjPWoAeGIZ8hTH6Pj8i0Fi8KN5ZBF8ohC6bjVd4aqPcfaiD6hx7wwJx5HEbB3X1J2rHNTX1DKRwqgoOKLuF6MUmncDBP75AsxTF3BvyntgcDZ1IuhyP2vZ96px54/e3PvP3ezTvFiwi6pJAuKOFkJMCuMd3OZBe+Um5yli+TEqMXoexitZcHuj6wQopT1QgvKQ5PFVz8jXHuQRytvUWPpo/jSGHY60oJrFkdkKFMs/cFOT6ZRtHzz8Sl1DSU6hq8XE5SZ3t96WVGL1CbOD8nSmGRJFDmd9X4fZ7JqXgsFEk4UkG3LBRafqbwbBTwecIBvzc8MDi8gldIq7AKysPdPFMBJsziMLHBpEEsaM5ri3B/i0Wccz1jBx/bdWDq1WPnW8cnJ9bWBBO+lgYn7VjnhIcFJzwu4AsQ7G7h8lMo8azIZ+ZZPnpPUdR54xofNhHBj68XrqToYXhlYJdsvBB0N16Sq8CDjw+2C/xE5xOLXsCmN5YRK79teGCzrKxkZsenBJ8/CXA/6IN5HOvzCokzP6EAI4KhIvqaD8DgRUWe2FQFeK7lFFKXqwCHpxUWCQetK+K+QHdr2/Ltt23YLHc0tEiHzp2ksekxWrNiJVWHqqixOgSTIpYu5GslSMASuIH54KkwVnDDI0m854K9VgLTwdYXbpP6hodoeVsz9ANkWvESpSh/VMV6bGwak5sk+bGMiQ2+XpBiV5wOcYlHuaq8ysumDZgWaT+U/ykovT+EntSGL1Z8rHC+r1b8da8TuO+Fd4Z/7YWLRyi5//pfERzhnKS9cFV2oQcKFkQaxCJBB5aT37zBCQXIic1tws2jozzo8P3oqWnf5b5BzKL4IHcVyW8pdS9e4cjn9w9EJqjV4QpQYvI0xKkb6PrKAi4nYVvHC7YwQXC7pA59tjku8xHcbnKtWb36phPneig5jQGSM4A/7IUlPpXKGcTLTt+RNe0NG3OSlDJLls6LOQaCfk/5yraGruOnu9bxCi42ronPWDwf8aSE1ZAoHImPdl8ZhmsyOOmxfUxI4uCJqqqKeF1NDU9qxpWYIjYSDyuhdp66MHj0f//9f3Wub4+VvfEWHy2rc1MlPlXCUwSv9shszicUWkzufM9znH9cN54i1DlXtBOTvgd0ZYCya7az+GwXTi99bMMkvgaTPa906On0TWK27O5nzwRRt/JsFodMVKAQftioZelpSvHFl4D5UTHXfmJ+3N88UHgYYEjArg7KLxgLBRhXAWOc6ztoor4SjUZuamwR92hNZQXd2LmBdh89gKNtJ+TGygYa6olKdctxU2oUGcGx5pTALvETx7oplGS3ZgqSWO3VdS5/bk9geaxvdJjampsois/6vhB0AbCyYCsUYjeOKoY/WeruHqK2UDtzg4kkvm9l3pgzFVniMW4jj0s2bRjEfHgSCuxpzG8/HZLo/Vi55TGpE5dla1gpvr0M3meiEpRlmc7iVIuuvhjduMFFd2x106rlDloNW94q9oCDRQYO8KsP5o7U+ERKOnfZ3/f2+zaV4YTSMK+O4GQuzKqy+gJkWWYJmJHAE3uOvQCPCDvikalxp9sHb3njcL/AI9iu5xiOLx/4yXjPhLnfC3h2vg73DHe3IYxOTA06HakKPFrd6K9zyOxgV2NCCbBTqJkDVpKF1wZnFT314qkRKLwGvqVEtgT4OVAKiySBirJAaENn6+kjp7qwuolHsw/KIerCSiBPWXxtqC1n3+V8xLC4vRimD5wUyiSufr8/GQj4fXJ8imlNmHqq2cX5pZV/eIA51yyv2/JHv/q25+TISeeKurGq8XCkfDoaCY1NJUJOSYZlhSQ2pLFXBlaCedVNvXd5Iua5WFGIcU1Xh1eCT+H0oMf3R0V+E5ZpeZJnhYU3eFg1iGUD9jSIT33706u7fsCWYVphvpxvRQdwKSwxCXBf6cNc+43vJQ684KitACPNT3nxQwGqAqyWZa4D01+rATdypD+aqG6prYP9Jw6Cwa7Z6rKK1GtuulX68bNPSxF8Ytm2di1Nw0QhgC82eL5qgScCPs6058oAXTqPI4db63GjqRIHmipQlQLP+cnIFD6/JsHPSaFqoJhxVFxc+dS25/cdofBoglauaaFTly/xxtWII3l1LtKwZHis8bHDbNYwgIH2xKhM67Fn4VbMceyVIYc4xFzGY/bNkBufxLYb+xTiWAVYgc1qH7ofNtHgy4sE07Dz7R9J0dAIrwQnaWhUll54JSGNTJZPf+/h/VPxpHSUvxOuX9009aadGzpDPncz+hJr6NmKGIorhbQE8LXVJcfHadrTfLfTHcOziz0H6W4IK0nxAw9uydiwfdu69l47GVeE/NXtjeWnzw9G1py6EA15sVkzjo1v4uFlxVcHkxw+nCgTop/vOXXHr7/7Tl1OKWolgZLCayWVeYapyigmnkBrUy1UNUx4cE3Gk6KY9HCfqA+DlvpKsWgF12SKuQNw+KGsnxxZeeQAfknA+atu0QPu3fTmNMmJ88S7zlwc7J2YTsrnLrjiP9vrmBgegyeGcNQTjUZTOM/OyaYMZbBTKw85lI1o+KaHT2tUgRVb9sTghTLLpwexXS+vFLESzLa8j+2L0ShUfDZluB2rQA0YoexwQd9efeN4TuET6vZOEg0JSWEXNJRtFCMeEnZ0eh6l+NKUgHkcz6UvmRePFb7HxA2HKysQrITwJIghI+Kc5nLUssx1QNa1EuDRtux8mbdiRWWZ2CwjedweeWxqwnG++zINXOnpOn/hXHBFc0u1Z7CCPLiP+RhhliEHcd/B5fdxvKwH3CFhsqR8weFMgSJsgIUgIXT4BxcKdQSmDe5Jl1Bky2vhVonvWVXYiPI8EPB75FPnL9NLr56Rti3fDNOuAHx0j2HTrgvrm1enwstN5HHH89I6yHEcyiq/xH+3n2g55sMaDEL+iqUTBbAzgeGMDwc2YsPbAOxDT0O5/d5jUcyx2DhY6aCDJxN0uT8pfPMOj4EfGGK1V6rGp67aqvEVsdj4Cp8XNiHY3PatH53AUcVlL9yxtaNBcVlWUngz0s6O3b511Xb2zACDXLxAu8UmtGwsEwTPNYfTSylngF53+/r1plwtyYrwRx+8K/x/PvdQQipfXe9KDVLCXQkbvSuZ1SANWxeBqQQfauHwNWFBmJeFSiGfBHiuL4VFkID6Vt1YFfLDY0MKb+dOeBiQvU58usPQ5dGLTyGOdatXuLyevdPTsbg/npJkD/J5xUofeLWFA06RxJt68W14wV4ouzCsH/v57hMHfvbskbqu3q5byoN8MppTKK58JGYQEyscqoiJljecDYylYI8Luz4osurD0AMFtwyKbyVWNqrwEGVXOnyq2rrlLnoFxwcfxaYLVvY34CGwKZBZ2bW6m1nR53IvwVTqECZ/lkI5EJsAY8WmFK4tCeiHvdV4mGlr+T5ifQuPMbH5jZVdDB3xRYHHIMcZxj8O+vIVyNX5F+1g4wPHhcmpvvWbblnncrrwcpjE4QYX6Pn9u3tGui6cXS7JNRNJ+QKU3ztrcMIa2+ZW4u2T38p5fsJ+ARx8MEU9vaO0qbkFgrDoEdygjJsCkQsmCi6HU+4e7KMNodXSxFCcguVwT4bntKpEQ/HCi7Bb7h8al/7n4RdoeW07rWhqgTlXRA7jlDhnMpEAO+6WqzLwOOKxhkVZWolWHMfg68Y8+d+DEv1qo6UEDe1ket6n0AwLk/dgQf0LPXDdCC36mz/GgQX4hIbzEKgaiu9azKW8l6KtSaJGnFZZj/m1tkqSy3DgiNftkB96appCwbaX7r113eZEPIYPciVl1yBom8TH33PPri/+1ws4/pdf8NhyMN9TxoFNa7V4iMWouaGyzoatAG9b377tT37tjS/+xZd+dqsvWH4JhvBtkgPH58Gdr23ACjO7PXMF2/CydNXeFrbNm4+MksI7H1KdAc+KkLeitqp8cGJstD6WdKR8Tn5EKAF+LZ3lIb+3qjw0ODkx0hpOSPDUgI1tfJ9pWHhop5/EOKMFK7wypsPiBVZ2mVsklhj7+kN7Dz61+8WdN65x0+u2BZK1FS45gC8vHnhgwXMLr7OoO8yWWBGNoVIRfHqLYKcZK7y8ajsyrhwoMTyBK37HLyVwtKlS+U7Yn+Hzm3hA4usp3QnNlTeegVRTOMytYjMJVlr2wpRhHA8PfiC0Y6kOU1FJ4TUL6xpLK6PG2CjdLWHMyJFSaZgff6Dkn9hElB53/Bjh1V9eP+HxxT89DZJXWxCi8wZDY32RROMblrVjyVRKXRkddjyx6/GztcP94eVOxZ9nteR89kJvV3LrmnXO6fEkldfizoJbDD5gwu/30ckTXXjh9Mkhnx9eZvgTFVirwoFU0p+sZPgGTwW8Xnnr6k7HK6dPOlajTOc05gZob+yTV/HVL+OzvAvzRUz66jd+PH7+6IXebe+4YQ379sWCAL7+4GSpJBx8K11wtcncUF+evtdgUOFMHRrEBPv8GEwMsPR7TwU2/gHG85pd4PHHOBuxGPDuWom+3sdfxnCaJFZ5f+9Dvv+/vfeAj+s670TPnV6BQe8gCPYqUqJESRRJFRfZkeMqx3ZcYu9mYyfZtOfNW+dt3u7LZvP2Jc4mWbc4kZ3iEjuSrRZLtjopUmIRKRaxgyR678Bg+tz3/587FxwMZoABAZIgeL4fBvfec0+7373nO9/5zlfEplU2aSTsgoEzd9CAOjGE+i93JDS4h7SehYeHn++Px1Y3RKx/808vvn3n5kb79k3L7oJWg+KYciE9lf6hh27f7fe6X/nz7+55UHeAEbVgqkXEs9yASdGBl2rpEDVlgeW58xl3dt6x+u4NjUdPXmgbHEjGBuo1GxheBK7IPZtxTzcCKbIDuwf4IBTMigHF8M6KomuboRj7iXD43nPg6HA5QgzrBeAvQfB00EMtGo3asfa2r26s7tt/eKguBLUhjQqqacDZC1GFecCHj/gUifgCM7xG9LQzF7sv7j9y+N5fe9iT2LDCkYTxgw3bj3QgLKW3ZBJMIL224wGcKSkuJM+TEyHz0xUZJcBUYRgDw0tfu1Rl4D0yFjug/kApBqUZJPDZALfgd1iIsyD2/LH5UiCObsjSupKtqEpbohjIfO/8Dq8WWBelv/xxdNH9Gb9FMr+SCeY57+Ga7WS2jaTFCBSmUsFePxGOHtu0YdtOBHTAM+ra8fNnY9pAX3upVdzPIYpnsmH4enqGhiLReMxjjdmxFZ4UdjBRfF4yoe2d/cJlcyKCojcJL+JQacQWFFsgThD8yXAJrlmDoQlrS3enONl0PtnZ0wV1/1CB3+dFcCoImnVOQZQAW+HJIaZ/+x+eiYSOnzveYLHYTl+8LFbVNIC/jutDo8O61w7lpSiFvDcvsPNcVNGubDPWD/sgoaWqwk/7dLESTCrpngybPsNT8puDkbO4PwB9XrypZ4dARxFm+KU3Y+IOhG+HFQeC/CTFoWb84MXhBFQdGIKYwgUywTUVms1lb7+ztbNZtHf3nl7dUN5T6HVU4tVJ+4ybF7vXvucr6ssrGPxByoFm0+GF7i6tcvCRk07M8Eav9Puv/vMnNg2NTvT9yh/8vbAU1OFFc0LjbJcNSHXYAo42r9jzVtP+3dtW7siWU6UZGFAM7w37Eki2sDL3u0tWLKu49ObR0yKMABT4dDlK5OwKh+FWj8tpXV5bPrr30ClKTDlDQKnhSqd5aqoLoBj/Ujwi62dFCwPoi76s0hZfWWd1hiCKjkYwhs2WMppgqxDMYPVp9Ej2A71hX9krSh38kGhQx3dFjSYlv5RqcFivAtG/3YtJABfMnw1YPw3VaOhxeByMM45klOtRLz9oTigKFAbSv/5c39JMWEovw2+T35W5m8JPnz8yvfzmJBOMAiyT3i4uFxNw+GkXkpY9Ay733Q/UV1q6elqSHUPdlndOH2vZ7HWv1MMT0oAJnKu1MlAYaBrsn4hEox63126MZzwheVo+ZTQSSby4582ek2cuVq+DG7OAzy+ccLNC3/lUQeju7xU9vb3jIh5tcYTH+xODA86krwC2CMntwBf9Y2EtgQU+CAIZ5e898bLW/MbRg8ud9qo22FzpYwPwL3tGHwuOWi51tGqbbIhEEcXq9iYHfiPgc0UZPqC1WEEdx0fVjYQnwPR+CfSQtJAoZr5swHSKukn3P1IKpjemiUPY5XrtcEz4fSGxaaVVPP1qVFyGJwe6s1yBiGwP77CLtcttohqNBgo0rarUlth7OKIfu1g+EPA517MdY0bK1qJKMzGgOXwj8u3FIeGdcaTjBfElciJkOOA5QFGBp6ykyCWGUVSDDrDOEKy5QMc96PHCobZ47ehl946tjTEVQjoXsgxanfuuunPNMADiwkiEcN8Vdxb7nPKLnohBVIs03qNUCcEZYOth1apLC+QUEwRRJA8pCR56xiMBjrDlqQOR2bg1xTo42uZLwFgPPTKwjdWNVcvra5ed7h1sub2+wh1H57BTiT5w1mdrskWDCButG2nsJG6l/hlpDJ4Bt4PSYK2pPSGeOxCRbtX8qO/BQoOZpdSDVecCqi2cxNx3PmTkqMQsEUCBuZGWXLWr9KWGAfkNZjyUOX4yknNepufnd8YfGWBOfbxHKTAXXmSAybTw+00vg8sbBugaRaO2Lt1yoNvu2HrH6gbn0GBHon9Qt5xta0+6RobbYVB+v8ynS7GrcCSTxRPjYyPjE8HSIvjjxT0JYE7JrOqhUEyrCY62ujqjrUfbLkaTDqcrnEw6XAh04EjEQ8UIp1YQmiixRiMVWKCuBj7scYv2OiS52A226jZIG0k3EGZdf/K5fdrbv9i/P4CKzzid/obamhWliPTW0t6E0MadFhEcO+6x6ituGAIXuGF+F1xArcTH0gfy3QnCfmgcDPCwEL9UJAQiMM9Iv1meTDNtGOjarAcXLaCHz+2Jihf2Izw7hAnvAZO7Ey7LGHrYD3E97SfoIg6Msj48lrQeO5eM9I+O2/7hqcN7evpH7O+/f7N226pKpd4AvOaC8RAt1/AlU+qaU/LK0ph/4SMX8zEMsEkJ5gabNm2GxLZ19kKon4EtNFuxOPDWyc22//Bukh8FOTCgkJMDMdcjGcYcCatmsZUUujFHaInxSMJKLTXqJHDCBE8I4YdFlBR5pCLDBIYaJlip7kDGl8CDKeGFAQiqpPY6p5H5sruyBvRC0ydC0SGo0PWPTvjC338xCute3RKEvgE9MVB3rBS+H2l8Ri8MXuqOIZ1eFvgMZApIFyi6Zq94lGJsUmzAL+CCrG8EiQCqMtSaW3oyZfo/5qR0l6vftzBBcKXgwqPSEIRkhZOIAoWBfDBgfHVGztTnmE+xaXlYD38mA8y6uGCl+gMJLL9LMsI83iBg92TznbB59Xg9BYNj4yISj2I9DQlhW++FnQXedcmJIBl0pEg+XY+MjwVcerIZag3LVzTUwoSWNIGrcQ1RHaGCEI3oYGqLnOHgmgBJUwxuW4AGPiofXQvLuozaUCnuQZlJs1AC7PZYEG2VeqZ2/cyFVu0X/7avaY1Fr76g2XqcHm+VG+5bPJAWn2npsra3dV++y2Gx25Nw9mugGtXf/MCXwu9jE/4N4eOhOcPPBqDaAGZ1lSs/fV7uhFWAkf21cg2R2AxbBjvez68/6hYffMAhIpQcAFthHDt6YTcBHd5D7yS0k1BzGBhJOv3es/cMjZ7HjpsQf/mdS91f/U+f6SordlXjFUnBi3zjeOU3P7YX5gkaq/2VmIEwl3G5wTeYCzhYKJbhFz/3kb8cOyav7TuNKlCHFIflageLxsiAsDrhWjDpsJ1q7n9jQ0Ppvbly3+rpHG8KbhAGOHWw6YrSQn9FaaBnaHCoGipqSScM0zhjgEG0QI8XBh+2AofdHh6PxpyRhEX3ZRiukZEkOGxW8HtS2jvTSDQy5/F/cCzc+uSLxy8fOH6ufmBwoNFm01c7YNN7sSPO0Qzj0wRU6migRqYbrsTwNRX5wfyCAa6AdTCjrZWDEQ4gzQMC7gSn6kDJJKZEBxjb149HxYmLBou6Ciz9di9mRBDwmagr7xFrpyDZvQQizusq/CvAjwyHAoWBq8FA5oDhd3W1wLr448KO0yKBvgIlF4hzMr/kKglshz/mv4Yw2UQ1FGub+/oONg8PFSTgDhcGa+GVmj4EZnc1+iCZVbMfejJpKXfYRt9pOitu39CIiduLsQt/DoisNjoyLEAT2PcI7FZ5NIXbZvFpR5CJ8Hhc9xb4vMIDYzUHFsdQz00++4sDlpJgsAvr3Z0bigp73+wZaHY7HPUtvYOW/s6eS1sdljF/Mn4bKiSa+CxLBkizivBE64G9o1gOUFL7VD9UG0DUqOfL72emB+Y96vxuAMP6yVJNfKcH9hGgi0++HIFkFwYgqPfwyZg4cjou3rkAH8i4xzDva1fYxKc3OqRHh1WNtuSRkxHLgZPlnRWlno2wzaCcRUEWDLit8bXyjZiTbpY8RhJ0dxGNjdlkOO2c+bLf+OTOcvGP/zSBm378+Jb56WeHZLgPwdbq4SapWhw73+sGw5s9o0qVC0yFhhuEATBukpZVlReXLK+r7OnqHaoOJ7VkgU5NAnzi4OdCkViMjqlrKkp6O7u66yMxkfRz4ZgGmFhlPS6nQ44KlGMFrCEt19xOdc02+CffeCYYDnbsvh37bjXbXaIEhBLhKzUSUQL9PI5NwPsC9McGYSTRM5gU3YMJiIKT4jLckU2EqdwPPWXo65YVGQxwZbFF1MFljgUisFeOxqQBG31LPoS6yQyjypzAW5TuMp48/e4SvHjMSpRnj8g6Gz3jHQUKA1ePAfMzXKjvid8mxZ8mA0OGlzwFJQ6UBPOcP7Znto3TBYNUE6JKj99TBfrhKvQNgquJJeOxQHhsbBUbMvOkNapX26xlb1y6MH7oxAFfQ5gTaVKEwhG42o4n29q7rMu9foiKw2lFpp4iZ2/M7WlN2GyhDkiVC4uL7ohro6K1d1hzDGmJlrZeS9PJCxc3ioTsg3NoYPuuQv+Fc60de8l07fC5a22hidtQK9FC9Cwp4EPx21iOZ+3Hh9CCj+TIuCZeHUaQiRII9/JcxdNoeHcAkdjgGefZQRgCX06IP/u7kAzVTsluFax5t2+2iTs32sWm1TZRVUYf6JyAdBGMIDjFsbhYWT9Rdr6l5dBY0AErRD1RVOD21VcWNEAn1MU5xZyv0N1bHDhq+eZmAOj6afCewFzjg61ylxT+pYtnKDHtFlVQYnAZqFOrkLq6M0Ay3AM1oXLxTlP3VvGe9TPkvLVv8c0puGEYIFMKZ+Iua2llScFFnlNtgR5GOAnyZjgSj1UX+QurygNNl9u762VEtvTBhhFlEkWbjVqEBtAIxKjdTMnvaBK2cEwPdnT31vzhJ/3RimLdHoV+MXVvTfUJ1kaC6SmCOgHmQRniEK1DiVi6yRkE0zuAX9dAUnT0J0U/fPK+fSEmGWSqQlDHjG7KCPdBLaIOEmBKd2cCMgR8wLeDQvSCM+Z1Jf6BV5a7PhKZM1Wg7ikMzBEDkwMK5Rbq+8IQmdyl5HBnvWSA+SNB5mKX3zZ/Zpvp/UDyfEBWFR4ZLk6rhGlmU2ayvLZZsC8bj4109vf5XP4IdO/haRurVaocBMejoVgoyTgyUwCVSUlx3OM7fzaaHBmLJbZUBwrtdXU1orTML1p6TwvnCAMR2xIvvXHGWhSJt3ts1vsYOZhlLeNjq9bZhGSARYhSLjnsM/s3pc2b+YJkjzKEtfgAhoCAUUgwnhvSoNoA92X40TXjbA/POpjnQyUG03sExrxwRQYfvJr4yr9zi63rbaIcO27caYuBOx6FV4eWTuTtSYg3jscQjS0h9h3trotFH6+zg0/jFmOht7D3vbvuOvjL92/ajfmExoz8RG9p6BkYbcMAqJNI4ATLwZwVsEKAyzCYICKLrs2V2WWVdkQbjGugCDSUyblxi/ahM6hHRzDo/GJgYCRrb1SigQHF8N7ALwHjBW699IRFJG1lRR4Kf8RYBA5+8AmD3nA0acFQOO5wBPyrGqrH3zh6VoYYlmOM1C0FVCcgQKgrTzDUUP5q2F2MrZTUGf5+q3/pgTv3Hzp1cNfD293J8RAWrBx3qTbNAyKFYrDxyhAzs1WMU1FbbhH1EL3egWsY3yGsKPRuYYkxCGnw68dj4lSzsWJdDuZ3mw+zXGbFZgNpR36stGY+BGLOx4fmhKjCj8SexdNQgisFCgMLi4HZPtGr/f44njn4Temv6QKNTBCZX3IZ/LF+/mbrB7LMBKyCQMMzTsY8N9N4TmCiFrM72tqc3pBT2BvHQmH43q0QyVBEFLoc8XNtfXZ9PHrOGY82pErLMrK0MSQt3aFI76jTc+f62grRUFMacXusmt0L9Wb46x4bD9tOnGuzTvSMv73arq3UowkOb07rfHwOaf4IRAFG+dIGkFGBTTCxBk97DE/ejwX9k/1C/Fa1Jtx4+dwdmA24O+ZD3s+UI+pkQhPN4JQppKAruZoKC7xmJMURMMHnIP091RRHoBEIIqA8TIO2VcusYlmNVV9ZZ9MryzT4V9eSj/1kpKKje+QsvhNMU1BEIxucmh9m68tSvd/ZNwxRqhUML98Yh02OF8NkBI3Qk5g45eidO0a2rq09uv/s2O30wEBXaDNBMj6OVdOoaOuGNEhBTgyQyCi4gRggc8qBU1FS4HQ57aHxSNwN4qZL5hJTEiSqkvAXeO0cYYg6hJkAKZwBOKY4Q4Dh5ciDIYnB8PJ8vgDtOuvHH75rzf/45sUzl7uH1zVW2/VIFIoO+GJkY2jcnJGMORPXSOM5pcDxCPvHHiI/CiBCnGiosoniAl3sPQYrbaS5IcZ+oABEGg8D1TKj3hwdZ5sUG705hi0i1E8JOPQRpS9ek1HIUVQlKwxcFwwYX/uVpvjN5gvpeTmuONjpAYJDiGMdw0d+8/KIc6ZxDBEy2zVSZ/1v+MzNkg31kaBoMc0yMRCJFsOLgqXA5UmASbV63bb4pc4B+9Gjzb0rYbkDXiqAKtiF9EeQ59VuZ0VTcLyrc8jRICPTQJE5Aiagb3hMRMYjnZ5gtGmLw9Jgi4RrU92Q5fBPPl4qbckf+NBEIN85+E4EoxCiGRfHwbu8MizEL5fiHjPMAkQaDd+qoVT9qTIhvtWlwTBNF3/745C42JoQx88nxAUIGqAWJ2qxNbZ1rU2qN6yCP8cKqDzAVaS0r0JMEW3vWzFrdeWGA5/+wJ2bsCiyQK2B1d/y0NkzHISEF3iY7YVwZo8LSzwoXC77VeHtoXvWRV4/vkcKeKV7MkiMswP6wugt8RBCgJfqfUPjnWVFvprseW/tVMXwLpL3X19dVlBZXtzf3tFTF03SaTujSegIPiGnPRgauGh8q8OTgw2eHOCvDObWmBlBLLH2Nh4CREmegOmcbTTO+NRmeazyK37rVz8Q+pdnnjnrdY+usWvW5FAQnUNpEmk2RwaYCsfwGy89M9jAiTKN98joUiTA/PBDL3V+nz8YEadbMDgBd3qEaMSW3WyGaixP3d3LGO/HoTNMCOAaQovJdbZMVP8UBhYRBowv9UqHOGbyhfS8JgPM5SzT+SPhNplfHsn8Mj2zTSTNGVAPCYnuS8RWJkOht/RCf13/4JiwQdDk9Vptb7zZ1NEYjXWUWfQ70bcphm5sDOXZJd0aCq7c6nIdbR8aaW8fD3mhshC3xmKhIqzMvfFYaanTek8iEiY3wG6z+7cs8OHJ8GIBgShssFMAYsGriqcHdLEaNhDrQCvpkWE2YD0hVLTFCx+9JUJ8vxfqX4O6+OHPImJVg1X8yvtcYn2jBRJ3qygqMPR4YYMoYuCoobbG74jMrnjlcMXR3/jUe4o8PufIqQstbctqK0p9Lotkojg/gKzfku8LEl65KtDBXEovDHouJhTzHphdfPLC58MkdxVw75aV94j4c/goEHEtD3RrkCYnRaWmmN3cyFYMb27cXJc7WDhzchF11aVV5UUFnc1tPXUxeGpATCHwvAxWRPtuOCkP+LzFRYVDo8GRYqgR6JSYmoBrSXys5C4XAEjMLBZrtL03ePbImdah1l6t5I3jIezkCA1hwSeBrU3+kMonYYQ1emuQRwekuOBUnaDiNHhzwyr70GmIFwD1SLvLh/J4OtLxmTpOBFHCsW8UTDOO/GjrQJk5U7K2mcritgKFgUWBATmQUz2Z6zdr5mcdHC+S98EFx4b547jgOUkDGeB5gpZMJKxbCn2O1ljs9VBnj3a0b3Ctz5JsXwcCVawl78KODpndXC1JCXJhJHSHT9NCiUgshIxWLIzdWhLRINHRBFa6eIRpDPM8+33TFue7I3mlasM66LMcgawDqrbiR726+HId6Cdxlv4RZXlSvgwilMzxQwHo6IIfe34YKwqUqyjRxKceccKdJO5jS411wVZDCid4fwD09SDUzX7yUhRClKGyr/zF9yPBUMRn1SIBv88/9Hufe9/pVfXl66DOe8vq87b3DBUIOKy2WJwQqo5keQNmEhAK3VqqDSU0+jG5OkDwVOg3YmQzdPcsVeiJCSxcZsl0i98mjVRwAzEAQgPyBIOAZLwIag1n2ZUJiHDB8MJAJKH19PYhpUqUlxf76qrL+k+eGimmJwevdMdrTHwmEbQZvPO8ngbL18Qrh5vefOL5AyUdvUOI2RNxw8OCvqrOphVA18sFJpZElQSSurkcYBEIbOFLHm7KQEBh1AKfvdL9zUgQ97nTwpnRGP/y6MKz7SwQohhfH6Ok4TIncJA7kYHbe+dTi+kSXGMHThmq5cSaurHYMcDvmuPoaiC9HIbPJPNLZon3OJ7I9MofEkjk08vgMm/whIJbV2N4Y+qOjoZizW5Nr4K9aQUqkGoPOM5WtY5IOFRDNcRc7LBBPmR5FGZ3FaQwQGRwEU/VBjhXEHCbK85CmPhvA1BTKJ+d4WU1rIN8D9//x8o0RGLTxbFxId54Oy7++amQ+PyHobOAexHQ03Y0cvxsXBw5FRMXWumBQxeVZRZt2/qJusbaCKKzWcUE2n/qVTHmRmARvnbs6LHqWxI6egarNI3u+WCUwlWl8T1nxwWNyYAqqAdmv59HqhP+O8MIGywlyvKtkXLkArSEifbYuc4jW9ZU35Er162crhjeG/z2KU2NJ/S4zarbiwudUn46Gk5KjSlGaRkYGpYTSoHXFSgp8DTLVXkEclHESze/f6o2gAgh9NnVyXXAvKIymJJarLFvP77nwHOvHd61ZYVVux/B3uvKPAJbWdL/taExIbtjYI3iWQCZX/7I1Mof+kNmWHp1QBrPf/ZmVBw8Q1KO7TYPLJJBOmcKH8x8KCqJdhDUez+M3Vg3P9hleEz2gvfTeoMrBQoDNw8G+P2mw0J8y6yTzA7pBIH6R9yF4bjhj7rvZIjMtnjM7AeSpgDyI44M6JNFbEi7YVaRlpT1NFs+uTGUNbdKlO+D72QDpLyDIHrDuPj5oC7WQrXhDi9sGHA9G8fJd0xXZbSP+Ey5Jvpx0Y7Z5fEXoghkBDNp0Ojn90ZFe4/0uiHqYf37wQcdYvsmu1iFyGw+CDfwocBWTejfezpuqa9qvOTzOjYMj8e6sXvncDosXsw3Vy+6vEnfcyxuraC7MQtC/ibjYHpnBL5F6FL/l0cHcSiWF3P8V+D3RiIRp9MIMYyVx0yASRhzuNh/vDUKhnemnLfsPcXwLoJXD2ZVTgobEO6zoODk+Gh4zBeAz2p0TYvFYG4LsFv04srSwjM8Z4hhMpi8wUyc3BDnNwYH16RzcwYZ8c1isf1i34nDbx07cu+XPujWVsBiF0QRzLjRFiW1ZFcn1YPZcAqM3oM+skP48WgDsWaAUurrX+zWxdmU3m4VJMT3Qb2BeaieMFOH+YxU3TgwKkSHXAoIUYOChSjESZ3NKVAYWCoYSBtS8pEW4vsGXyOJBMcLN0jIAMvxiXOTAWY75g+nkqbwqODGYIDvgu8L3hrFJqiEvQlmFYJX8a99umiAV5sCvDgyszPRTvac9xEQU9SDLf00mN6vdUFFAnT8Gz8My8A/qxus4nP3OMW9WxzwqAO/sWhvGNw0w713dCdFW0/CcvYyAlY0MarmiS0vHjgVcTs9Sbfb01dTVnDmw+++3buqvmQL6LT8dFGeXV/S4EdIup4oIq1JAzL52DM8LxACpDhsV78w+Nh77zr49SdP7dKw8rgy4+dqEquTiXFRVr4Gs6yCbBhQDG82rFznNA4LNgnDtaKiAs9wf8+Y1+eE9x5IUKPQl+M9WsoWeh2kg2KcrsvAT+I2YgmDOCLV5XIlSkshgwGYDDTPZwMSK4QjTsLdH0ihRW+otNhW1SL+Emoiw0kVhlzA+3BQbkhyMR6lVEnOsEhHr6lhQXdkT78eFiMwNqObpR0MRYyvDtoOM0opWA0DUfSBy34LRJjXEAqLWjDAKKpAYWDJYyDbdy6JwTyenOOINIOLVxIL1kdpocn8Ms1MN9vK1g9kU3ANMUDcc41fg5NGvJzzoM6XQEufGkAY4Qq8N7wUU6dkpm5wcUM94Dv8Qjwa08T3eg3utLbcKv7zF9zCDxHw4RNx8cIbUdEETw5tCBg0OAKajjLw2iADBm1H7OPqsmSgtIiNDotgaFCca0mu+YvvdDU99qdfiCAaqHRXBjvrJa/uEApFMVtDxYAT5CygQfeWjKrbCZ2Eq4Q71teUi++/ITQPJGAx6PXpkgXIXhv7pMWE1zI6nj2DSiWdU3CDMWCujMuLvLWIqtbW0i60XjJ5YGgTjMObAuj4OsDYhkZCYTfUe+mpQTKlUJtFmE5Hwk/qNQcAE01+VbfZrA4uIN+7Y/3OkbGR1148fGrj6vpkIJ5I2OB/FwQOEgaIFJiZesJkgj0wQKPxKY9e/ODRgW7R5ARKnV3q89If7wtHo+J8mzFIN3uEuA1Dn65zOMnOBHxoPsxhDN1+EHtCPeoHDZbSDyNF/VcYuLUwkM58ThKGq0ABy7IuLlo5OskAM4HjcvKHAcgxaP5SWXhQcB0wwHfE/b11oHsDoKkDoNF7YFi2DkRwRwF8tuN6NjrKbvL9Mfzwe4oYlAI0eQjMM2jyN34Uxs6gJvbAK4ML9LsWbm/WNNjEckgVGJa4qtQqyopB36G0DbIvOWUulgp9Fv3ZPWHt6Nm6rmQivtL0DsS2ljqMI3ooJ2Y9IUfMzI8LtQeLMbJmzjfD3ZrywrX+Ej+i4WEyNZjdPZAa12PuxhJG9OBXhV+xrAKTuEWMib1HL9b80q4NMkn9m4oBxfBOxccNucKkQ4vmRDwW8S2vKek/cbYZASYsWnV5oPO+O9bayJSSKS4rLvBSAjwyFHZH4QbcYYWQlxMWiJndaoEecP7GBGR2MXCkMsVIMNp87nJnN3wMRlq7Rmxvn0lGnz80IeLQZ4immM1siDEjphVBalsCPYNy6IZV4leKX12ZVTR3JcSrx0AgQLSLQZnvL2DcmdkBjyMtkluxB3sCkmFeF0BUwRDCPFegMKAwYDCsufBAZilfSM9L5tdYnmLYYrBxvJKp4u4MpYU8Z36mg/QouMYYII7Bb4rNeAH7wWOFsI321ABUGyBkqIC6GBlZvpfZgPXw93EYsfWAJB/HFtt+GLHRKO0rv+6BSgN23gIWEQAdp6CCOr5x0H56cQiCBkN4qDGyJoUdrZ1x7dVDlsEH715me+t0x+GW9oGJ7v5R7e4tDc5tG+ruxNxiMees2fp1s92HpYvQw3373I7kNjgxCUdjiV48Qzd+uzKfRXMExLJi5yDSDYY0M0Oe1zYGr9ACzH3uSx+/ffd9W2vFSH9CfP0nh0rPtfbr8MP/Nu5t5ahMJkKipWNgJTMrmI4BxfBOx8l1T0lJeCXZ+th776wp9LtfcyOQ9u0bGsqW1xTfzWhsYE6t8NJQXFlWNNLdO1gFzwi6H8QHarYU02pWxKiApRvno7yAzO7ASOTCD559o/vkha7qgaEhuJuJFpaCKa0uggscGDH4YVtdAGmCG24VpF9d1Ey1hVA0KUYhgR6CIdkQxAw9w4jd3m6seJmv0GsRd2+0QQcsKeipgQ+2G/WW4WujdJeTZS4gUYbQQTrdpyrDMGZfEnT4RhdQRZucjHOVV+kKAwoDV5hRSVSuEiEci1zvkgGmzii30UlgOD7lkef4gX7JMc78ChYeA3wHCFwpVgHZp/AymqHa8AyY3i+ASeW7AG8q8T9by/To7kc9n4FKxECnJtrhmow+erlTt2WNTYyA3oZAoOk5h0Qa0aPlDh7rHQfTe74lISXDLx+kRweL43LHnkqXM1ZYUx4NJGIRy+F3ooduX98woYm4b7a+3Kz3k5Ap1RaF7zv4g9/Uh8bCrq//89HCb/70rdV4ntfx25n+XPSYsGGF6wzSdqSnz/VcvmN4hbDbrAV/+Pl7oOaYEE3HwuKrv/YB8Y8vv6X96+sntqLObnwElRoigQ+Pjc61iVsmv2J4F8mrJgPKrlQUexs//cj2RrNblMTCVS9WzPDt47SWF/pcJzmxMOJaicdgQLnNBI6XXhrk+zR1gs06sh3b+8ZP/vFfPxGIRAZ33tZoFQ9ttomSgFsv9Fh0p0O3OLCapwkc9IENDeO02Yx7W1ICAOLLuBgTkMSOgrHtBXfaCia3oy8p9h2LQX/XKLQRTPNW9JXR1ORDZutQWhr4eHEORP0U1CkIxZhR6YaMdFiBwoDCQP4YSBu2eTFFmTWDn5oE1kXmywiFY4xljmeT+SXx4eKUaent4lLBPDFA2rcKCB6Ahls3xKd7R+DpBjT1/kLDtSPxnf6usjXH+yTJyyA5+FSpEH/bDS8QI0nxV/+MsNFQadiy1irV0vgOJ0B/L3fExblmhiFOSGa3f0iH1FcXdTBwe2S31bduechXXSbE6uXe2N63hN41UBCyaEk3dx2XKsRj8fYHd9bXjk1E5fbo+zZt1FYXV4nfe+xZMruX8GuUz87pPNIPu5xNhiRoHgipK/dfGGwJrior9lR53Ha6K5WB1RjU4uP3bhZP7D/B+RhvDC8OahRwcTqP1pZ2UckgLe1HvLmejgwutijASnLygA2A9HkIFhMqD9CXcpYEPBO8N4Ewv068PUYpI8ML5jQOJw1Yk88O3G56Yf+pwQLnwKbP/LI/WeBBlAuqR6ContAtjFRMokV1BrQ7rUIp0cHY4tHlgAQYBLQUW2GNkArv3KSJC7Dy/e5ziPoCaUEh+sjwwZwUSbRnArbErVNaFh8JGoQcfDeCTEBlA/ckUmaqQN1TGFAYyImBzJGMoTUv4HjmL5MB5qRiMsFknubbzrw6uUQK89258FsP5I7A+CwEuvzMgBArkFgD+kvVhnyA74L0lUZsH4LQ5Af9sJEYTop/eCoi/uOnnHBTpou3TsXFGTgA7ukHFwWVBtpprIPqw3t32MQGCEdqwPD6oGfhsFugFicgIEnY+ocdY/WVpR5MX3C7bKjg5dOfmy1PaGJk8H07dtWy3z2XY1An1EVjZYlYU1sqzrUDYSbACpyBJ8qLPHxt84Kd21Z2vtN2bGVn71hkaCTkCkO4xHY5ss539pPZ5UUdNoGPCIvjDi0ZjJ++2Hlm/YrqTfNqeAkWJm1SsIgwQEkvdHEpJJkCUFtIQo3KWuRzUZ9XbxnStUQCWnaQ/cJoDR4daCNLFjQ3kJlm/cgFfavVrotNByOVJZojEkEkCwxVlqblr/S3iyHEUUR+V/7Sz9PSZCa2ikw0oqPB2usno2KQFhWAXdDvrQS3yi3R2YDVcKI8hbXqWWyhEcrQKfqeuEJJZLL6pzCgMDBPDGQbkhyDVwsco5yHKV9iPeZ4nmSAkWCmX20bt3I54tVUbTiB1X8btsyeGtDEv680BAVceBC/swHfO11CvrtIICiFJl4c0sWpC3Hxlb9OiHEIKej1p7hQE/fdYRPbwGGvhSFbSTEjZrL+K/uHiQTDzGvJyx0JranVGu4d7Jpoaht8rW9w3JZAJQ/cs8G6dU3Fdsw70+az2fq4GO+PT0RGin2OzfdurdXHx6Pa6BAm3tS82YXQ24CV+EGiC70CabCGQL8lvtL5Pssj99+2+7FnTrRVlBfUeSHh7WujTi9awTt85tBpVs/XjoVGbLkVMq9EPGJTzG52rCuGNzteFl0qpb3s1G3rlgcCBW8PDY2MFw9NkPc1GFPo90QRnKKArCESmTwFwI+SIZZ1TISjQ36XVhZLVpx/el/fppJCTccWFrQioLeFrS16XXBLya1hpEAjBlrzIiyo3LIkX02iyX/03EBmmRHXbMj3xjsxcQSRe5As1kOVgTHdcWtWYH2U7o4h88FxSTUg0YA+MXpMJpj7QtMeatZaVQaFAYWBuWBAjutUgfmMN9bDHxlgc0+XQdIp8eV45ljn0eSEzLZYRkF2DEh84tYK0Nl+qDZ0gsi+PgKvDZC2PlRkqLdlLzk1lbgmcwxSLz5aCqYXkt53sKM2gLrWIMTbv/+YC54aYMPhRfh2viRQXk40bD+KvCMQZtA+g1Lgdy7ELRexoxcKi/JC/5vlFWCM6dMXXrTEnz92euw7/+N3Wly2+DLOP1TNQy1s/qaE//r1p5o/9Uvrb4tG41r7+SgWBknoUGviyQOnxCj1+jj5Cu0dhB7earFy4hsVdVXFDQvxsHZL5OyqhqK6iXBcjAxApQEDK+BxixOXu65Ur+vFejI6DtmX70qiOkvHAIaOgpsBA1RtINFY01C26S+/8tm33zp58URLe5d1aHTCgVW29UPv2haH14btNHAz1CCmPhWZ4MHRic5f7Dt7/vA7zcU9/f0V4Ui48kRTjIyklA2TceUERSCBk14YsCHjhxFaIZjXACweAvB8VgipLdUgvDB2oDsy5ivA+G6Fs/KX4YYsBss2Okff5cc2HAgmbNxmZVZJBTn5UW/3MiQXvIaXHBHAz5QYIUmBwoDCwHXCQIoUTLbGMTkf4MKXRq/gmaYEwCBPxcU2xz/bMH+Z7ePWLQ3EC3EIeYRYB/o6AkSCTxVPDkC0CAazDhJY2kkw32xAXEdAlxnenUEp/qZDl4xvD6SWDBNfUaJBV1STHoDG4ci3q18XF5oT4uSFhDiDrfxeGM250ZFqiJwfvMshNkHBGEyyXgTjZNp/WPFSW7qSIYhGfKldRbSICSy1yzhb/xbb/f1HLxyEmsD2P/2te/TomEWLULEQvHswEqPhmNldzLKWMc1ZgpcAH7zxOEOmLgiPhahud59rHhSP/eSYGO1Fc5io9566BNVGcznJLmgxuyUcffJbv8dEagEqyMDAgryMjDrV5TXCAJlWVK3VlrrvqH1gI075SwedRmacPybBJDAdvaPnv/rd56L9g533L8cKfOUGG5hUKyS5tknJLXTh4YEBFrlQ8mLEHRqi8ReEpUMzVvQTcEweJkVNgRNSYDLClbAou3udXUbo6YKzSE5e94IpJgGmjnE+wDLDaP/AuJEbPLaoxpPwgdkijwoUBhQGbhwGFmocmmOazK+5mGUamTBOSCRgJgNsMsFIknSAx1sdqI5A1YbVYGmOg7XpRcLjfZr47WoDh3xP+QCl7QxKQT3gT4Hp/VYnvOLAz+9ffW8CuHZLZvfEeTC4l+LSOwOjbZLWr6q3iUffbRPrGi2iBlIJj4sxiMGD0fgDQNdlZy7FxLqVG8/i3l0jY8E+r9cDN+1aATLddDzHqaaOk//PN5/ZjvlX/+DvPq45wM1vXl4p7lmzTHz7F4fw7JMYh99Nu9XqLBfx8cuiotAzDHQUEyfzATDaJ8Ph+Oqx8Yj4i386kKsqdEK3P/7nn3HCeF0xuzmwpL3w2P8x+bZy5FHJNykGKBE2wwZ/44d79ja3HN310Qd8UagwWOHA15hLOFj5BYBUpQ6GuBdJvEVpbQi7NSGIA8j4jkG3dpjuyEAph0fJGGN7DZa+CWSOg/gGwRCvwsr/USxywQvnrYpA47SXR4V4Bdtq7BhsI/CDlMHoGv4rUBhQGFhsGJAczjXoFGkAf2R+YZArz800tkladasCn524oCzhAIwjOlNChc+BaX0/6C7divF+vkBmFbIP6d/3R32GFJ67eBSAcOt8RZ1NbFxpERtWGkEpykvgqxf5Mb2A2cPbQHmeQ61B9EFCPDisi2dfiyaiieVH7A5vcmxswGm1FiQrK4rC79q+zLlhReXtZI5TApx8u3lD8nX2Dbd+/o++W7+yPqBfaBma9XO3uKv22B3ueyMjl+zgrRakzx/5na+PRGOxwugM0iMy4+++d8P+L3/+4fsWpNElWslNt9paou/hGj0W5bswVLNaElVlxboWd4Vqy3RXDApcsCkwBi9GigQwrDylY22uWMnskhDyrpdqDW4j1jpTjHwgjGCGGeWtBaoM331uQjK7fhDC+/yGv8fZfO6aD82PsBfSg4OQKrM9P/5VQfwAeqtAYUBhYBFjACRiRuB4vhogD8cfJcCmShSZOEp+SS9AZiZdoOGUPNctA8QpaSMEqWITJAUjYHqxESeeGtTFakgZKLHNl/YSaaTn9NzwS9C/7YRw41UIHeiTt7bCKr78eZdorLFK9TXu6BEo6Y1Aqsw8nX1x0Q76f75FFy2dCdEFl5R9g0lht2tabUXTXeXFULVAPT53l7gIX+3/8lzXia/8+iODboe1BHMMH0MaUcuKF9m/k+fbj/+nr/7rbV98dKv+f//GTu38sQnxZz/Yg+ih53N/b5qt6i9+e8f5tcs/vGEhHufHzx/aA83n3V0v/644czQoBgci4k9//Io4dL5tSvUWzZL4vc++Z/uURHUxDQOK4Z2GkqWTQN0pGTYYpqQfevfWLX/x901nX3mrfStieyeHxlOeGfC41LeicQJiXWA7Cqt3HKmby3CTdD5uh4WJlLKAMmq0y0UZboexnBX3LoCQTUD6S5O422HosAoEl/4eDfI4Oz5Zbv8wpMMgf6gShmpGCGFoV+Rdx+ytqBwKAwoD1xsDmYxovjQhvZ+sgz8ywNzOJ+PLekgrTOaX56RJTM9sE0lLDogD7n4V4YHXggYfAWKGwYj+uE8Xv19j0GuqjBAfswHzELeET5QbnhvOgmMewg7e+eaEuBPqb6NBIdp7E6IN4uTLiKB5oTkpbTYGhpNijNw2gOoNGxEdY1W9XTTW2SwVJRa9uNCa8IEJL/Bp+rd/HEnoWs2Q12XbCFEMm+Vro3BFVsDphdeLAX703MHXvvvTffe7YBiTSCa1J55tEu3tQQRaCuX8vj77wXtf+/QH7rl/ofrf3T/S9p2fvL776195jzh8qlu89HqH+NrT+0WEovc0AN70P/v9j56EKsPWtGR1mgUDSqUhC1KWStJgMH7+4LFL3ecvdWjt3f3+ls7+2vHQRKmNMwMAAwVbVqkfhjGlurwFPWDpmoxMLj0z0AiBBgp+WAPTWM3nEdIP4+pam9T1/btnJ6S+Fx2af7JEEz6UoRsyEuWZgFTOiUyXYKj2zzCKYBm6ILsNBJxleV+BwoDCwNLEgEGFru7ZSBvM8jySXpB2kYMymeAUmUPK0gY+P4KfiVZwuDx/tBQqZWWGagOv8wXiFOq4ohn0+KvQ5+2DxAGMqnhoux1GavDKcDkhgrgXIaEG1FVoYv1Ku1i/wipW1lmlfi9VIdwQeFiBfEqBJ5AfKnHJQ+9ELS/s959//+67B0roWxNVLK+v9Xlc1iItGS2VFS6Sf7//P390Enq7m8hIop95ofBX3nfXnn/30Z27F/IRPvjbXxsPhaO+2eosLvT2/Ogvv1gxWz5136ANCg9LDAPxRHLir7/30tuHjp+7vTKQXF5SKOx14CQ3N1hEgdsjCRKltvS3SykAArbIiGmMmkZ93SBW90HscU1AH5cEjrq79M/Y0Z8QFxHTmIahJHk+dwwMMZ1gw6MD6toFXYQAZpt8dchISVh2P3SCSUM5WdWDUHLCQpfyozTIp0BhQGHg5sMAaYjJTaSf5/MkZjnmZVnKvEjLKPXkPdISMsGTDDAS08vg1pIBPicCZQqozwqQUvHCkI4obJrY5IUBMnfN8nxwZqPnhuXwvvOZMk18A0wvQ8g/+XJU7gBWllnEHetgsLUavnlhZFFVarguozvKeEIT49ii64CEmaoNF2HgDP+8OE/S3ZllAvOHzRarP33p+Rro78J5gSXpdNhiDrst1Fhbdvij771L27KmehsYTPrazLPHC/8Kn37l7b1gdnfNhdn90ice2PPhd92+eyF784X/67vNYHYbZqrT7OOff/njkL8ryAcD5C0ULDEMwBOvHpyI2dfUJtwf2eWGOzHSDyPuuklKuMI2AQNHAtOot8tlLXZxjCPTQATJmNLXLhXnyQgztvpP9kZFZyq4zG2Q+q4FoaQuGAnwbIBsAsJicQxD9QKYbALoqQwhzMnrhlE82RP1T2FAYeB6YCCNDE3u6Mx37LNOLphZoUH5rjC/ZIDJAPI433bYxGIA0ksIVsUGCDEOUrUBCU9gx6wOKmk0Rstnty39Oagzvd0vRDckxf+CejgvNEKC+0e/7harG2xwW2YIRhiW+GxzXIYdbmpJigtgcrswH8SBfDs4C+4MwkBabIbLMoYjLgpoLhmyHn0l/Y9EEzBwixceP3+58k+/2Rb8nc88vH/XtlU7oEIQXyh3XunPlc95WZHfaTKSM+U38zz63m0LzuyeudT1Tkfv0AazjVz9wHvRsGAI11cVN+bKo9KnYkAxvFPxcVNfSRM10CeHVfP+t996ZNsrB8+9fuDCscBt9ePLPJ64H14VNEpqJ8JJ6AEZjCxVFhgemEZpflBNrxNqBiBUXLXLhTbEJuB9pfoDQxk7IBauKAaTCmfj1NslMJLa/fC/SCKWD7AUPzwGmXgTEgQIluX1MsxES2USygcPKo/CgMLAdAwYVGVhGFLWxR8X8pIJxrmGczK9pEEmA4y1tqQ9Jv1hmZsJyPTW42H6oRrbBIJ6ekKIn8GI7ZOQ1PLZ+Dzms832XKyLZR4Gne+MaeK1YV2cgy4vJb277tDFgZMxceYipLhtEH7QdgMV+yFRDoC5vXeLDV4drKIBPiXrEWqeIecZzIg7gdLZO+pNxy2CJOh0hfbHXwt64R9e333XmngiRpaZ/UWJVGRQXl8PWLO8soGM5ExtmYwoJNPnf/3R3btnyns19zwuhzvfPnzhI/cdRBsL3oer6ffNUIZjXsESwACZ3RRxAJmwJHoGR3vqKorKegcaer7/0ilvMhnyjYWTWhgEiq5mkFcSHnhrkBSIertuMLuFMDqrhNuZmjLETMeWVRkIFvW4yBTHyfyCqx3BvtlP90agv5uUEZMeBKErxJcEPnpmSpHCMyUGdGtzcAyGELRMA9RgBgLPLLcmjRT1X2FAYeBWxkA6Y2TiYUZOxMw0y5H1cpFtqj+QueNEKI9ogEf+2JbZXra+4PaiAfaPfV5Dphd0GLZk8LaAXTfsvN3ug5oZ6DwZ03yA2SDEFXTK8GipED1ges/AMO2516PiuX1RuVgoRBCitcstkrklg1tfZRXV2KLzYf6g7YdcYADJ3BWkLm8Yu3iQxUhpMek/gTrWXvTvcmdCS+rFlx59eHuFDj+9kFpO4UuQ/7qpOZQEfBUPbl/3xquHztwDjMmeYm4laieBzCgMxGJ/80efrJ1MXMCT+qqSRig3D49PhAO5qqVXhqKAt+8j775jd648Kn06BpTR2nSc3LQpQ6PR9mNn21rPXO6LX25tLh4bHVrudEa9hSB4fliHlQSwrQT1BkZGs1OaCoJDFzP0sTuIVXb3kC76hxKiF1tVI2BmCYWIAFEPtzJ0TbMMx1p4PH/xcEw8fyAs1RzuRN0fLAIznCJisyGPtZKQDqJdbpd1YdZh5KA7sB0Hm7i8pcSztaPuKwwoDCx9DIBkLAiQfJl1kbshxwXeUdo58Jo/3ucvT1KHnNcf2GdsvolDZDbR0TUgqr9bA28OeCDGDJrCuc3SPdJqqp1dgB0HI7H1glaTSf3Yexziw+92SuEIhSQUntBxQBQN8ginQJNg4orlpDcg9IP2I+Z1e29S/O/vT0DlYfmR9z/4gKu9c3AiFksk7Q6n5vc4XGsbq1YJPeGerPA6ngRDkdH27qE2BH7oP3q6xQNVgxWj46Fiv9c19O3/9tlwaZG/6lp1ZyIUHfvNP/neEPwA19dWFl8uL/YP+TzOCKTKEVw7VzdU1FaWFtZdq/aXar2K4b2J3yxXviAv9OBt2Xfs8r4X9h4JDAx2rq0r023LwJhWllpFsd+e9Lh1C4kMc3PljXISeKCclwSLzC+B+lkj0M8dhEuaVkRXa+6GK5qehOiByIBS3oZKqzReYwS2EtT5a7AGLgKVBf+aF7BNemZ4Ecz13nHD0GQVmG+EcFfMbl4YVJkUBhQG8sVAiqzlm31aPpYnk2gyv/KYSuO9FCnF2Y0H9oV9Zb+OgyCfB9PLtF8u0cQnQKdp1EdedC44YX5GvXx9RIjHeqC7i4QVtVbxx1/0IKwwQuuCGTbxYNbLuQS+Y6Uer2Ru2Sm0Te8OAxCm9MK6rqtPF22YW946lZCuz8qLrbFI1DUG9V0EqUhY7XZ7wqLZx7fftvr8b3x81xbU40cttxxwjuf0fMs9+DV6YC5kFdzEGEgNCPH8a8ddBfa2jR//sFf3OKxx7MZoOoJLRGF9FoHaQIjL+xSYDC8v5Ugydm7kOT03UK2hpMAmVmP9yCAVw2BuGUHnxMW42HssKgkneFTxYKEQJdDfpZFDPsBs9ObQhu2tYyCUJMCFGM2wZ1hUE0c+z6LyKAwoDCx9DJBqcjHPnwYCRnpJpldKKHHkBEp+jte8d4XK4uI6A9snjWWfqNowAOOLfkg4KFygpJe7cSmzi7x7xjqpDrGjAPq8UU38FLtyTW0J8dV/nBD/9UseBKRANEzcR4R6/CC5JS0HEijtpY/ejl5494HgRHps6DKCUtDYjd6AmJdBKXZts4uyIou9riJeHICqhB2VeV06mOGQ9+nXTnjg23Ys4HfckgyvYnbz/lTzyqgY3rzQtDgzpQYDaZL4j599j/8HTz5/sqWrZ9P6ZcLGrSXq59K/twXBImzMjJxkaGEoIM9JmCjxNX3xkljznAxyGKSb+UmUAjBIqCmxiX5IfRloIgFitglpG6B/xUhr+QDrppAZRQUCxoghzCCcJCAskCoN6KoChQGFAYWBBcUA6U46gOTMGdLLsD4yvyZnC/IoGV0bblAIwAlV0tkrWXB2/YB9Zf8gsxDr0Blon0mp7OOQqC6D7lgxBBT50mz2mvVhCpF0+5dLhOgA0/smbDhOXkiI7z4ZFr//GY9UVaDktgM7ga0ISnG5IykutccRcU0gYAX1d3U571TCJmRZtUU8AL++DZByVMJOpLQIQYbQL/ju1aEXK19XAmGHAx5bYt/bMdv7dm49WuBz7GBfFCgMzBcDiuGdLwZvcHmqM7ALlcWeNe/Zec/xb/34haYj50ZX0giNUllKdilJJeMqvTGAUS3Az4eVOfVzi7Fu5tENj+Mu6GMxyhrzkqDLlTo4UbZwpiUuXjgYkSv3Unhx2IlyDG2JhbokijjMCqhaNIWFOAFPEYQSzAyggUqVQWJD/VMYUBi41hgwKM/UVsjUXS1wvc865YIdJySdZNtM5teUBs+njbn2jW1BZoGIlfCpiw6cBQfcDEL9zIAQn680+pinnEI2zfrIRFMV7bMVCAOPyi+Cjr98ICY87pAYBQN84CT8s0NlIQIGm0B7keU1FrESriNo1FYHFbviAOYdzD10WcZ4wuwDw9NT6AIhixaG3TXPIeVN/PzAuHUkuPzob35i+22YyhSfIrGq/s0XA+pDmi8Gb0B5MKJSrycaTw6fb+0/d+DtS+HTTS0lfYMj5ROhUKC3LyEJS4CqCfCgYAX1paUsA0p0wIS3CftaDB5BCXAS5JrE2QVqRuO2kgIYtuFXDu8M9NZQV26Vag2vvB0TfSO6ZIbvQ75qcLt0Up4PIQcNk9Jd8rmH4S6HW2TgmQXooQCPbUhMbgAeVZMKAwoDCgOkT+mQD03LlZ9MHH/QBJNMJ+siE8yJlj/uapEJvh7A51oD4t4HLpKeG14a1sU6MJxUT6Au7lyek89A1bUSdP7zlZr4SxixDWEOeeKFqHBiLlgNI4wV9XBJVkvPDXBHVmyFq0s8M7b1uKModxJB9+nPPQyGmb7eKQmncIW7jjZIQ9hfu92ShG6v9emX7P0P3rsx1D8au/iLfWfGnU6rtnF1fWF9hX8dylHWokBhYM4YUAzvnFF2YwuQ2WUPsDIO/u2P977z0r4j921stIgNtQ5RuhGMapEL0dRAEcBRWvF2SWBZgoSGbsXolYH6VSGsxsdgnDaE1flwMCmP/cNJBJJAnHSY+UqGGFTq/i0OUQwG+O1zXOMLsR7bT4zgQ4LOjuRDNJmHRP4cpAKnscVFKEXJYtwADcy7HllQ/VMYUBhQGLiGGDAo1JUG8qFxV3JfOWM9/JHZM6jnFeaX9JC0mbtehKttwyg9/T/rI23FVCA2gul8EzSfZhz/Cp3aRtDw8pTAgoxsvsA6KbRYA0b20zBY+1YXvDJgXqkosojf+VW3DDE8DmEKTUKoUsd7MTaKP+4S0l2Z4aGBghNIeIEYMr90c0lDtnbo+ELX1/ImLO76hiy+s63/dlsiHvMVwV9lEOE7owln8C//z0+eW15dvD6ZTCasVgtmOOxxKqOufF/hLZ9PMbw30SdAX7tJ/BiFBlJb764719jGRweOrqger1hTEyv1e3Qno6CFQdzGQJlIULiCtmMJbUS+gZsZEDs6CSeADsk8JMhUX6C+bxycbBAOdfvhpoyuyYbGhHgeqgwJZAiAcFK6y+I0fjBqkVXN+I+EHTy1eAN1kfCjC6IGX57U6cV1vvXM2Ii6qTCgMKAwcA0wQDpJWAg6RVpLdQMCGUPSRjK/nIjJfHK3jUcC2zPblglz/MfybAvxHwQ94ZwCbacbyH/tE+K3qo12WD/z5QvMS3/rlBJ3RTTxkwFdevP5+yfC4g8/75Z+eCfQKI3YGMCIrsgoydVN5ha7hP3DCEHcDeYWIYibELyiFce+IcxVyEef7xXYWdy82uJidLe1DQ4ESUrqz7xs619ev/XUyrrSXfSLa7GwZgMYmQ1+aa2K8TUxoo65MKAY3lyYWYTp1NfFqOZgj3b1jvQGvI7Su7as63n9yPmOFw50uQP+qJM6VHGIcw11BWPpSyLKrSW/R0hpbQksYSuKEVQCelaFIDC0rqX0N5IS2/rhfLEIBM0GEfGPXg5LSTDr2O7TRT24VRK8uQDLnoIqwyUw4ziVIYSLcGJKPeZSl8qrMKAwoDBwIzCQyXySls0HWB/IrqSDZEzJ6EqmF0dyc6SbZprZVmYfkG1WwJQg1mCm70dheAITByBR3TCiiXcHhKC79UnOcdaajAyy3yj3gRIwvTFN7AcTe+iduPj+v0XElz7hxhwDtTVIRBhBbWA0ITohVSZTewnGbM04dsL3Lucn+oOvKNGgCmEVD98HX++wYK6mO00wvGR86eP3nYsJ8dKrUW3b5vr29+68Y0VH7/BlyHzinARdTpuzuLAAjjINQTl3PxXTm+dLvEWzKYb3Jnrxo8FI9ysHLpy/0NptHR7rD4TDwbJkJLiswGvRGmuS2OGh4ZlFeEAouH1E7pJBGmm4FsRvHNtCJDgnw3GRBMGhgVo5tqMaq21i3TIbPDEY0dcmYODA1fYbp2PitWMkxTB+QJ13QieY21QEkwAbV7n/k5iOgOLuHzPKcIutBpWTaPKXbz25W1B3FAYUBhQGrj8GSL8I86VhZnmSVjLAZFCZRgkw6Sd/pOcm85si7XlJf1kP+8mJfiM46GFIWjEViKchmV0J4cUy0HXq85LezwUorGAAoU+WIhIbpoimkBA/3x9FeHojuNE7cGHZCXdk7fgxnD2hDFKOGrghux3uI2jMxuhslZhzAgiGRIEMdyGpz8s5awgegR6HUdxTCGfM3cfWruYNT738o7ZYLK7FEwmP1WqNe12OscaG6tZtG6q13dvW3JFMxPE0ChQGcmNABZ7IjZtFc4eqDJTufutHr+1tunR817p66GCBUQ2AuPg8NuEC40qdXRspI4iQSbtIZnhOgkGgXhV1d0fB+FJnqqOPwSUSomsgKRnZlTDr3bnZIVbD+ID6vP/7JyHRPZiQjsc/WYqVOIkj6iLBzRdkkIkRIV6BFIDlloPorkA/TaKebz0qn8KAwoDCwM2GAZMWL0S/ST/5I/MK/tBggFNH1p8i8zzNCixHU4xj4Ko5J9ztF+I3q+G2EumYGibnjayFsySyPaqnncbu3Te6IEGGKh1VGWIJYy6qqYAwBZbJVE1owLEaLnlKMG9JlTqUM91h0m0mFXGpy9vUGofLs6Q4fi4mTpxnr+CBCOXILNdWgDmGPi9VJVBcMtLM39RqDb3//m2HvvCRHXciHfuYChQGsmOAY0DBTYEBTV+/plFraz0Rf/hujyYNAuDKJYFdHEP5H4EmzOcwT0gVUsBT0BS5iq4IWEQVrGi3rKTFLLedkuJcC6LenI+Jv30mJLattUGPF6GGweyyzF3YXlrhArML+pOvJIBdoASgG5ztoXFDlYG+IRGh+KqIq/kc6qgwoDCgMHCzYMAkxWZ/QQKvGigB5o/SVRJ7kwGmnMP8kT7naoPsYyNm/D4EpGgHx/vWOAQRw7p4f7Empbzsa66yuDUNmJfqbRu8Qny0VIjv9UKVAZ1j0Ig/+JxHSnKdEMa4YeRGSIARZiAjqjtIaS46HcZu4nnOPadiYHIToqUzKe9XQsDyoYccYtMqm2iAIAZuznSPU0va0H/OZHhOncbXiaSmP/Fi2P1Pzxy87xOP7GzxOpKNzKFAYSAbBuTnk+2GSls8GKB0l+v33Vvrd2rJD7z+gxd/vvkD91oLIdUFt6vzptBAPHQQH0lgc1Atruq5XUTpKpf4ZGap+l+B2MBV0Oklo3uqOS5+fjgiuqnwBaiDNe8OP8qgbuafCzA7DdXGQWl5XgvpLvhmJd2dCxJVXoUBhYElgwGDql55nDmS1MmCrIcMbLoKhGSAcYPSX5B1+UsXULAMvUJswKw/BN3bIOaA5waFWAmGlJ4XgqTTc+wQg1KQ6X2gEMKNqCaeGTQ8L+w7GhX3bLFJxnYcEmCCDdE5yLAmoQJxrjkhDsN370Ho/rbDgI1McBkY73ffbRd3bqLKg026yXRQaoL6IeCBKoNujWL+wo6n9HyBYBUyCNLZyzEEs9h0wGlN3m60pP4rDGTHgGJ4s+Nl0aRikIejCWtXZ99oX3NbZ3R8IppsG/B3fvuZ/sItK+2iCAZo9JvLQBJuqjbwjaaIFi2CuW1ERpc/AgmavJ3KQ+MBOv/mbdaxcblNvAqfuySnVEd4CFtIsGGTel+pIqxmRkCTcqvrElbvJ+H6jAB+WsBFo2yHxFjBzBhIva6ZM6m7iwoD6p0tqtdxU3Qm85vJl8ZmPhxpLn8ECD4lgNwa+r/mEZVTOgytArEBc8VbIPO9+D09IMSXqkCzkc6yc+kD22C7ZL4/VAIjNjCzhyDkePVwHOoHYfHFj7uEE6pwdIfZgihsb4HJ3fd2XFxOub4sxm7j/XfaxD232cUaRMlgaGELxNeQ3OIHaTB06My5ix1j3ziH0aBtPCjEX/1zKFES2LL/i59ALVYBtv0KoJwyYruCDnUGDCiGdxF+BtTZhRGqfuJC55F/+Mked3NHb2MiEV/uwAqZurowNtO5FfTcQfiFIYEiAYAyFYNGlFNdoQTGAFgtk3h4YQlLJlj6PQQFkAyuSRlJQEhBACQqZI6fPxAVrTTlBdwFHYSVWEVD6yFvIoiscquNLDNDUHL1zyZ8+A3i3Gwal5OVprqQnjTtPC27vJf+zyxvHtkH8zw932zn2crItGw3UpXNcEvmyHU/V3pmH/PNN1O5q61jpjoz75nXmW1lXpv5rtXxerWXrZ1saQv1nAtZN8dHNljINrLVf7Ok5cLP9ez/Qr0LSoBJc1kfmVP+sGknapHQB+IPlwfiMOj0agg7GDqY+ef6/KyTjLIbJ/TP24cJ4zLmp6dfiUp1hPpqq/inp8PiFDwucP6hZyAyuDvvsMH9mA2MsQX9g09fMMVUU5BCGlxzbqIRG3/cxmR0ttSEp3cPJLXHHo+ObVz70JEPPrBhG81cYKMSwiai1QL/vHgsIzv6hnPF+AIPChTDu+i+AdNArX9orOWbP3y1SEt0r/rYbleytNCOEMC0ZIVBAOgDiRL1ocbBUQ5DR3YILmD6EM+8B8ZoFzvjckXtxnYQg0bQWKAe7l7KobpQgDroDgb+fGUeBqQggfFhbXzyEraYzsQkwasBVbzPb6zc54Ik9ouSgnMhWO6C6BGY1oI2WihyvoYw2yQxl/uTeVMnk9cZ/c9Mz7xm9rmmpec3z81jRvNX6s7IkH6Zfp5Z3rzOzJN5zXzp/t0z75vX5tGsN/0o76UyZObLvDbau1I62/0rd6eeZebNvJ6a27jCJ5sTspVnWmb6bNdsIDOP2Whm+mzXucqlt5FZh1lm8pjKwEO2vGaaeZwsl5Z/pnvp+Wc7z1aPLJPzhsG8XW29M1Q7BRcz5cvWdmb+zOtsZWZLYx2Z9WRe56pjMh9PUuSXByf+NSKa5hh01foxf/xsQEg7jfUw+UoXcORLsTl+KNyowrzxmUpN/A0isY2Agf3OT8OiEIKXibAQt0Nl7r7b7WIrjvS1y1mMAY5CUGcgwMmQVLFzYt7iORle2qeEUJYBLYaGMb/BruRcc1K8AsGMpvlHI/FLnmNnO85Go3HNaYPnBo81VhTwJTatWWZtrCmsLgt4GsknK6ZXoviW/6ckvIvuE0AgRqxIfR6Xr7y48OLYSI+4c50zbrfF7cEJLHRBCHBfAqW9fo9V1JZx9YskjGwyrxFQrGGs2rtAHBhKuBNeGC53xWFMYJW+dyuhX0AJcCkInhOSYa6aGXHtpbei0vLVjjYegCqDH7oHJH5zAuQnX0vVqwDKD+LcpLXmMb2+marPdo9pktvHMfN+5jXbSU9LP+e9vOCqCuVV88Jmui79vC6NLCxeVG03BQZIGzKBDM+UAZyeAffSy6Sfm9nMNPNopqcfs91LTzPPzWN6WZ5PSU+7SDvNLCKv0++nn5uZJ9Mmh9xkypTyZqrElVk4y3EyH+6ZVSLqvGCsMpBpMQLR7lMDmsCUIOm+ZD5xn/rArNucc1iWPyRNA85BDDDESJyfKNPEd7vhEQhqB7QT+YPPucQuMLsMcU/1BursMp2uMV0QwLAs2whChWEQgpuBIV10wF9vC4Q3l2HI1opfD+Yxzi0weNOK0dECX7BmbOxijflEbLunHwz0BV08/dJ+7HAGOr70yYf237Nl2XZ01sLASniWbF2f9iwqYWliQLklW4Tv1ZTytvUMn/l//+5nms/ev/YTD7kTBR5NQyQ1+Nw2CE46ETKpEEczCRStYG3Y3yEh4TYVffB2QaeArsgG4ZUBtm7CB3WFcnhraEQonn0nYuLnhxhRTYh7seX0cKFBRnB5VcB+dECfayBjj8yszzyalU95llRiZh4mM83Mm8o2ScDN/FOOuJBlzMypOniZmQ56aez/pe7x0oQpdSLRvM51n+lmHvNo5p12LyND+mX6uVneTJtyxIW8TiXykDqVxcxz82jWxUxMM3+T6Wkn2e5JXKXlMesxk3K9I/M+j6yXYB6nnadupN9Pz5OePnk+SxmWJ0zmT53ze532TMwIyOdZjJxT6zXTMo+ZbZv309vJlYd5J++lTiavzYrS82ScM0vW/BmJGZcslrVcZnp6uVzPk1km2zXTFFxfDDRAL/ZT8I7gJQcMcGCemfxhgGBnUXKLJnPKd80fx04mUODxgz5dPDsIThM3d26zi9/9VRfUGXhlMMFUXxgcwc7kEJhbqNE1I7RwS0cCKnVJ0Y15ilMHdzQZnKIcEmG6JVtWZRNV5Yb6XqFf08Es64g6KscodytjUV3njmd3n4g/9eqE81K7a/D/+/Kj3curS9ab86rsgPp3S2JAMbyL7LVjksC4NEII26wWe1f/aNNjT+zv7+s9e/fHH3RLbwohqApIQgOiko3YSEKEf+aEQwaYPnrpIoa6vBEwolR9aOtNiJEgQj2OJMTxC3EZjrgSlOpXS2DYgLzSM8M88AMBtJQQmFWwXybk6rd5n8dseZieXs+UfKkbU+7nqoQF04BlZFacTCmfymNWk+1eWjVXfZpeL9tKv86sNPOevOa/VCd5mnYpi8s8qYrSz5nRzJsPwzelbKo+eUDbU+6lLqakZbafRx5mmVIHLsxr85jeDZ5ne47MvObYSC87LU/qZq709LLmeWZepme2ZeYxj2ZZs9/p+c085jG9PjPNPMp7qcom01Ink9e4n+08PS29nlR18sA86X0z702WxYl5LvOmMphp6fnl/bQbaaeyEhMXmWXSr3meXi79PPNetuvJtLTGWEdmPcxngnkv88j7Jm7SqpusK/Ne+hg365J1pBoy08xy6ffSz5nPzJsqOplg3kuRhen5UmUpNaX+7VZIZuuhksD+m3WyLBlcMrtkfknTzSN3AvE3mdcswyN5Zu4OfrMTxnFgQAkffZdTPHK/XTQj4hqlts1gbhmYoguSXAZHItDnbh389y6DEKYBkddqyg0fvEWQ6Hqgdif3I5GVzC2jg0p9XxY1isuDC89QWmTRf/RcIvo/vzvm/O+/9/H92zfW7QAulS6vxPKt+08xvDfBu4dbssRz+86+sf/A/hX3bY5Ur6m1SwtW6vCSWPFHIHEic5sNSDhN4smtJEqAXWBuB7B99K2nQ1B5oFcGTXwwIMQWED7SnxxVZas+a9ok4U/1L2umhUycb4evsi/Xu1mzPaLVPJ+p6/nkmbF8nhXkmW2mpqbcm0t9s+Wd7f6Uhme5mHNdcy4wSwdmGE/TmpqWMEvd87md2a+rbRv1ZPu206s3q86WL9cjmOXNsmY+M928nu2YmX/yOlXx5HWqIiabtDfzXmZbmffNcrnyybozb6auM+tKz5bZJzKxZF4hdM0KZjKZX8kA42gyvw7OJ6lr1kug2TM0FaQf9r/qgP0GVBjoWaEEjGs3dhppoOaDPUkDGNvGOotYXmsT9WB0y4uhVgFdOh90ibmTybmNXoSoBpHAj9cSJ6mGON+x3xb0gS7P7JD2Qm1Cf/1wIv6PzwTtbnd505/8zkdsZQFvA8ophpcv5xYGfCIKFhMGoGoQPHG+/XTPwFgojiVsHEtZr8djKfI7MQno4ocvhcVtKxLiNngQL6LLMFiISS8MUGylH14GpJhc9aY9GAmDyQyTaFDKmwAFOHwWISCh50vOaRNW0BtAaMBHLwiQEElIESfzUh1nx8BMryD9Xvp5rlrzyZOrrEyfdwUz1n7VNxdpt6Y/z43s6CJv+2YnDVP6nweup+Sf/qXknWLWw6N5Pll4WsLkHXkyeTt1wgPnBPCT0+tKFTXLkNmkqgHzhpGIyEfCigsyEnRjKZlfHMkA02a5FtLWz5YL8bVOhDWGFKUd0tx33WMX77vPIYqhRAy1BOGFhwgHVBdYN43UKLkNwlDNnMckU8u2Uow1vTZIdT1EaKNqHpnnICzm2nt0caktQd++2sHjMfvaFavf+f3PPUhmd6VSZ0i9yFv8oBjeRfQBRGOJ0Nd++Mqx/UfO32bREtgx0q1URWBYGZqyaQg0Q6X+PW9HxaHTMUhoGdUG+kwBemBg9DQaozF0o0Xe4wqZTLC5KiZBwZ8kanaoLLRBT+qFw1FpSFAOCnUvvDKQUGExLlfNiwg1t1xX8BoUzIIBhaNZEKRu33AMkN6mQ+Z1+r0FO59jI1czjmSZVDsUkJABlruCZIBxk8ZulBoH8VsNQcpHShGJrQ/5MB/1QsJbVwnvQWUWaSRNxpYqDZyfpPsx1OUEZ0L1OzmHsX5MYlEIaYI0yIZHoi7MXaynC8KaDhjHdQ8kxNiEFo/GLNGA39/9uQ9vbfvQu7bchuYDBl5NcY9xpf7fmhhQDO8ieu9wtB293DZYkoiHfe/f4RRbV9mlVJZbOtRZ4mqWw5YEgivaMejfDo/DE8JYQvQOJUQTnHlTzYFux4qxci6Dm4QKMMD0zytdmoFBxqJYMr2MWPOLQ1Ho8CYlcbrXB5cyYILBTytmdxF9E6orCgMKAzcvBiRjeBN1H+Rfwlz6PZk3NbdQLSKOxAjmqVHURvdk62EgvQPG0K+BWT2BEMJf/2FYem7wey0iAlFwHNxuLAZhC87DKDiGeal3EL6CYWtCBrcfR0b/7MWR8x4N3tIB86LudNgj8EPWsbaxqqeo0GvtH4m1+92WqMtuLcF9iI4U3OoYUDq8i+wLaGofOvLfv/nTirGx4dr7tzjEvZtdiWKfFMpa4mBmyfiS6ZU/LF/pXZscLFfA1HPiSnl4DMRi2HA1RmaYbsoKQFgo/a0pgxszGAIcROxyqkcQNkKN4VHoTrEVSoNxUKAwoDCgMKAwoDAgMTCfOQFTlpT2kgF+YkAXp+GjnfDBB5yitlKI42cT8BwEv71wjcmj6ZfXyMU5Dj/OdfhZcWHaoNAtp51sLO5zboxg/qMUmEIfqjlgKtNLiwq77tmy+uIjD2wOLK8u2gDVBtSi4FbFgGJ4F+Gb7xkMXnzs8df6Dp5s2eR3hb07Nzuht2uPlxTCDS8iL1LHiQOazCnBZIAlYcA1Ffip50SIJzTJBFMC3NwDrwywmKXKw55jUTEA92QQAktXNAw0QcfhrEOBwsCthoHUULrVHls9r8LAnDFwNVME5yp6gujFvPVDSmohzSVQZY+eGQhej6HPyxD3lPz6YTztQ5ofAhkndi1dMHrzwmaFfntdDh1H2K9gV5JzFoU9YQh76N93FBLgAbg7a4N7swvNcXG+JQHm1zH25S88cuy+rct3ysbUv1sSA0qlYZG9dirXVxR7V/yXLz6y/OA7rW8++cJbnmffaFm/72TYuXWlQ2xe4YzBL6EFIYMBuoXqDZIBhu6UdNXC58E5gYQJeaQ7ssYqq1hVZ5OE4W/hlYHMLgnFDr8QDWB2J0CQ6GZmqcHVEOelhoOb6XnU+zLG7WJ5Z+p9LJY3caUfi+mdpPdlpkUjdXMhpxHLMNd8qFgTjw9iJxJMKv3y/toHXGLbRkSTAPMrDbCRl751KdGlMIcu0ajPKwU7QAOYZ6nwSyY6KcMQQZ8hKXTDmwN3OjUd6hF6cDWkyTVxqP2FrZfbo/69h09bwfBeQaQ6u+UwoBjeRfbKwcUiIoyOyL+6uGtD3Y7b19WNwIjt8KuHLzj3nmxet+/kmK+h0mb4KqxwxMuKNBHwaZrPgZJWnVHaNOgCgwkGgcGPRCiGYxgrarcdXhnOxcS5trhkhldixXw79KqwIDYsZJl5nrAAVcypB2yPRNc8you0GubbH1l+hkrSCX5as1NOZyg+mS+fPJOZr9EJjUauB8ynmVxlc6Xn+zx5lc8rk9HiHLJO6+JsZdPv5/P9mQ2wnDlWzDQe0+sz0816s90z8yzU8arbuOqCRs9zFWd6Njwt1POa9eRq37w/43FehafXPNfqzPzgRSeBqgszApBKGsPYE2sx9xwEw0u3mP/y87BeX+HXVzRYwOjSONsQ3mD+0uXcBcltJKzrYUQTDsHIJBhNalTdGx1PWqDPaxkbh8EaJrGxCSGP4zhOhLibyYBLEOTY7RP3bVt95lOP3F08Y//UzSWPAaXSsEhfMQgDuN5kwmph8EcpxR07c6nz3JHT7cG3T10uaekaWBaLhf0BnxDFPoQMhpeGyhIbpMPWZJFfaAFEZXO7YPSKlbKGZTClubSQ/V8/DoqLXQkQFU2nkVoRzGmp/08CvxBgEsK51HU1ZdLrZ3n2X9Yz38rSK16gOhe4S1N6eC3rZkOsH9+ObIb/+JvENc4XGmRDc6k0VWDO5TLamG/5jOoMhGUm5nm9oH1Jq4ync313acXz7P3cs12PNrL1aq7tzjV/tjYXIk324zp15lo0w28QEh0xjPmI9WOXUnv4bqvl4ftsYgB6vAO40Q1d39Ex2KTA/oRMaxAMLI3b6E6TBtdRCHBiMUvc4bAH3S5P0OlwRtxOe9jtskVdDmu0pKg4Vl1ZEvc4uWPq8WxZv3wlXKYphnchPsCbuA7F8C7yl0dpL4hD0mR82d3h0YnOvuFgf/fAxMjpi536pZZuf3vPQEXf4Eg1nXvTVRlUHkSgAIxwQBOl0ksDrGGhzP/0vrAYAlFRoDCgMKAwoDCgMLAYMLBhVWVzRZErHNOtUQQLjkbj1iSCSCQ9bmfc7bQmSkrK9JIin2az6BaH3WJ1WC02GK3ZwNzafR6Xy2632OxWqx3/7FigIw2srq67OHWaz4eJNAHViMlrM10dbx0MKIb3JnnXhpqD0DMHLFbL0YlINDg+ER0dnYgPd/ePjZ5uak/29I06O3r6i/qGRspisagXRMAKobEGVYdkQ03FpfLSQDCZSEL8ayCA20gmwPNDfhzxLLkoRTbr5DGtCZmMNqfcT88rzymWzgCkTCmTbRt+eqmMSlKXmf3LzEWcpDRMZJU8l3nybeBKO+lVT+l/Ot7TMxnnVxoypazoM7YFU92YubCswszLi9me12jT+M92JiH1ntK3LyfvZTmZUjZ1P726LEVmSJr6DaVnnOnzmfyw0wss1HkaatKrhEnplHebfi/rebaPNyNjNlxmZJl2efW4Nqqa6TuhztSMMEPj055lhrzpbeSZDfRl+reST9n0fqWPl3z6wBbhLTJLy+mljXO5zTY9eTJF7uVPXmFnJe08vY9pyZOn6IJJFHCG03weHKUzs2X9tDMyZc0z2ZPpJxnFJzOww3yuNY3V7rryojrQVys8MIBv1Sw2SHhgeI0Eiw3zEZhUDfuRcwegAq9UT6IZNEVNYgW3MgYUw3uTvX0OYIOiseMcw9P4SBKxZDyejEZi8XD/0Phga9dAb1ffSITEvKKkwLFl3bIVHpfdZ9Q1HQHZ6pye60aloHdpkGuCSsuy4Kc3Ej9846TgfCj59hf86XJXCMRPwX3unDfhHY4k4tU88hF4vkThRn7DC4FS8i8LUc+1rGNx4fhG4otLgoWBK3OWQQNz18rnZbMc0kuYbuVGgLqTBQPKaC0LUhZzkjF4ZyZeIAVcGbs8Voervqo4gF/jYn4m1TeFgcWBAXNeNo+Lo1eqFwoD88eAXCPPv5obXMMV5nXmOdDo5tJ45huM8iXVvBLxL6nXqR5GYUBhQGFAYUBhQGFAYUBhIBMDiuHNxIi6VhhQGFAYUBhQGFAYUBhQGFhSGFAM75J6nephFAYUBhQGFAYUBhQGFAYUBjIxoBjeTIyoa4UBhQGFAYUBhQGFAYUBhYElhQHF8C6p16keRmFAYUBhQGFAYUBhQGFAYSATA4rhzcSIulYYUBhQGFAYUBhQGFAYUBhYUhhQDO+Sep3qYRQGFAYUBhQGFAYUBhQGFAYyMaAY3kyMqGuFAYUBhQGFAYUBhQGFAYWBJYUBxfAuqdepHkZhQGFAYUBhQGFAYUBhQGEgEwOK4c3EiLpWGFAYUBhQGFAYUBhQGFAYWFIYUAzvknqd6mEUBhQGFAYUBhQGFAYUBhQGMjHw/wNGswDXYHZ2mgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=700x400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "image_id = img_id\n",
    "\n",
    "image_dir = '/root/autodl-tmp/scene_img_abstract_v002_val2015'\n",
    "image_name = f'abstract_v002_val2015_0000000{image_id}.png'\n",
    "\n",
    "image_path = os.path.join(image_dir, image_name)\n",
    "\n",
    "img = Image.open(image_path)\n",
    "print(image_path)\n",
    "display(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cfe0b0ef-55ab-44d6-9e83-1ae88241a152",
   "metadata": {},
   "source": [
    "## 创建数据加载器"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "8cef4ca5-1108-48f1-986b-ed7cc361220c",
   "metadata": {},
   "outputs": [],
   "source": [
    "class VQADataset(Dataset):\n",
    "    def __init__(self, merged_data, image_dir, tokenizer, transform, max_answers=3000):\n",
    "        \"\"\"\n",
    "        merged_data: 包含问题 + 答案 + image_id 的合并数据\n",
    "        image_dir: 存放图片的路径\n",
    "        tokenizer: BERT 分词器\n",
    "        transform: 图像预处理\n",
    "        max_answers: 限制最大答案类别数\n",
    "        \"\"\"\n",
    "        self.merged_data = merged_data\n",
    "        self.image_dir = image_dir\n",
    "        self.tokenizer = tokenizer\n",
    "        self.transform = transform\n",
    "\n",
    "        # 建立答案字典\n",
    "        self.answer_dict = self.build_answer_dict(max_answers)\n",
    "\n",
    "    def build_answer_dict(self, max_answers):\n",
    "        \"\"\"\n",
    "        构建答案字典（最多保留 max_answers 个类别）\n",
    "        \"\"\"\n",
    "        answer_count = {}\n",
    "        for data in self.merged_data:\n",
    "            answer = data[\"multiple_choice_answer\"]\n",
    "            answer_count[answer] = answer_count.get(answer, 0) + 1\n",
    "\n",
    "        sorted_answers = sorted(answer_count, key=answer_count.get, reverse=True)\n",
    "        return {ans: idx for idx, ans in enumerate(sorted_answers[:max_answers])}\n",
    "\n",
    "    def __len__(self):\n",
    "        return len(self.merged_data)\n",
    "\n",
    "    def __getitem__(self, idx):\n",
    "        # 读取数据\n",
    "        data = self.merged_data[idx]\n",
    "        image_id = data[\"image_id\"]\n",
    "        question = data[\"question\"]\n",
    "        answer = data[\"multiple_choice_answer\"]\n",
    "\n",
    "        # 读取并预处理图片\n",
    "        image_name = f\"abstract_v002_val2015_0000000{image_id}.png\"\n",
    "        image_path = os.path.join(self.image_dir, image_name)\n",
    "        image = Image.open(image_path).convert(\"RGB\")\n",
    "        image = self.transform(image)\n",
    "\n",
    "        # 处理问题文本\n",
    "        question_tokens = self.tokenizer(question, truncation=True, padding=\"max_length\", max_length=20, return_tensors=\"pt\")\n",
    "\n",
    "        # 处理答案（转换为类别索引）\n",
    "        answer_label = self.answer_dict.get(answer, -1)  # 如果答案不存在，返回 -1（忽略）\n",
    "\n",
    "        return image, question_tokens, torch.tensor(answer_label, dtype=torch.long)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83b82f4d-b6f1-40c4-ba2a-e4441b84d104",
   "metadata": {},
   "source": [
    "#### 测试一下数据加载器"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "8d8b8ec5-e425-466c-857e-ed12303a4d5b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Image ID: 20377\n",
      "Question: are all three chairs by a window?\n",
      "Answer: yes\n"
     ]
    }
   ],
   "source": [
    "image_dir = \"/root/autodl-tmp/scene_img_abstract_v002_val2015\"\n",
    "\n",
    "# 加载 Tokenizer\n",
    "tokenizer = BertTokenizer.from_pretrained(\"/root/models/bert\")\n",
    "\n",
    "# 图像预处理变换（与训练保持一致）\n",
    "transform = transforms.Compose([\n",
    "    transforms.Resize((224, 224)),\n",
    "    transforms.ToTensor(),\n",
    "    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])\n",
    "])\n",
    "\n",
    "# 加载数据集 \n",
    "dataset = VQADataset(merged_data, image_dir, tokenizer, transform)\n",
    "\n",
    "# 查看下样本\n",
    "image, question_tokens, answer_label = dataset[12110]\n",
    "\n",
    "question_text = tokenizer.decode(question_tokens[\"input_ids\"].squeeze().tolist(), skip_special_tokens=True)\n",
    "answer_text = list(dataset.answer_dict.keys())[answer_label.item()] if answer_label.item() in dataset.answer_dict.values() else \"Unknown\"\n",
    "\n",
    "# 加载原始图像（未归一化） \n",
    "image_id = merged_data[12110][\"image_id\"]\n",
    "image_name = f\"abstract_v002_val2015_0000000{image_id}.png\"\n",
    "image_path = os.path.join(image_dir, image_name)\n",
    "\n",
    "img = Image.open(image_path)\n",
    "\n",
    "# 显示图像 + 问题 + 答案 \n",
    "plt.figure(figsize=(6, 6))\n",
    "plt.imshow(img)\n",
    "plt.axis(\"off\")\n",
    "plt.title(f\"Q: {question_text}\\nA: {answer_text}\", fontsize=12)\n",
    "plt.show()\n",
    "\n",
    "print(f\"Image ID: {image_id}\")\n",
    "print(f\"Question: {question_text}\")\n",
    "print(f\"Answer: {answer_text}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1bb31f3d-6521-4b98-914a-eb4911fe09da",
   "metadata": {},
   "outputs": [],
   "source": [
    "class VQAModel(nn.Module):\n",
    "    def __init__(self, num_answers=3000):\n",
    "        super(VQAModel, self).__init__()\n",
    "\n",
    "        # 视觉编码器（ResNet50）\n",
    "        resnet = models.resnet50(weights=True)\n",
    "        self.vision_encoder = nn.Sequential(*list(resnet.children())[:-2])  # 保留 layer4 (最后一层卷积)\n",
    "        self.vision_fc = nn.Linear(2048, 512)\n",
    "\n",
    "        # 语言编码器（BERT）\n",
    "        self.text_encoder = BertModel.from_pretrained(\"/root/models/bert\")\n",
    "        self.text_fc = nn.Linear(768, 512)\n",
    "\n",
    "        # 多模态融合\n",
    "        self.fusion_fc = nn.Linear(1024, 512)\n",
    "        self.output_fc = nn.Linear(512, num_answers)\n",
    "\n",
    "\n",
    "    def forward(self, image, text):\n",
    "        \"\"\"前向传播\"\"\"\n",
    "        vision_feat = self.vision_encoder(image)\n",
    "        vision_feat = F.adaptive_avg_pool2d(vision_feat, (1, 1)).squeeze(-1).squeeze(-1)\n",
    "        vision_feat = self.vision_fc(vision_feat)\n",
    "\n",
    "        text_feat = self.text_encoder(**text).pooler_output\n",
    "        text_feat = self.text_fc(text_feat)\n",
    "\n",
    "        # 结合视觉 & 语言信息\n",
    "        fused = torch.cat([vision_feat, text_feat], dim=1)\n",
    "        fused = self.fusion_fc(fused)\n",
    "\n",
    "        return self.output_fc(fused)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b4fa5ef9-17b1-4ee8-901c-a747d451011e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor([[ 0.0298, -0.1304,  0.0810,  ..., -0.0807,  0.1293,  0.0415]],\n",
      "       grad_fn=<AddmmBackward0>)\n",
      "tensor(27)\n"
     ]
    }
   ],
   "source": [
    "image, question_tokens, answer_label = dataset[10]\n",
    "image = image.unsqueeze(0)\n",
    "vqa_model = VQAModel()\n",
    "print(vqa_model.forward(image=image, text=question_tokens))\n",
    "print(answer_label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "53b3b8ed-62fc-4b88-a0f0-b4e70eb1e471",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 469/469 [01:09<00:00,  6.72it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch [1/100], Loss: 3.0616, LR: 0.000100\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 469/469 [01:09<00:00,  6.74it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch [2/100], Loss: 2.4650, LR: 0.000100\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 469/469 [01:09<00:00,  6.75it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch [3/100], Loss: 2.1287, LR: 0.000100\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      " 33%|███▎      | 156/469 [00:23<00:47,  6.56it/s]\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[14], line 55\u001b[0m\n\u001b[1;32m     51\u001b[0m total_loss \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m     53\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m batch_idx, (images, questions, labels) \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(tqdm(dataloader)):\n\u001b[0;32m---> 55\u001b[0m     images \u001b[38;5;241m=\u001b[39m \u001b[43mimages\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdevice\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     56\u001b[0m     questions \u001b[38;5;241m=\u001b[39m {k: v\u001b[38;5;241m.\u001b[39msqueeze(\u001b[38;5;241m1\u001b[39m)\u001b[38;5;241m.\u001b[39mto(device) \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m questions\u001b[38;5;241m.\u001b[39mitems()}\n\u001b[1;32m     57\u001b[0m     labels \u001b[38;5;241m=\u001b[39m labels\u001b[38;5;241m.\u001b[39mto(device)\u001b[38;5;241m.\u001b[39mlong()  \u001b[38;5;66;03m# 确保 labels 是 long 类型\u001b[39;00m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import logging\n",
    "from tqdm import tqdm\n",
    "\n",
    "# 日志配置\n",
    "logging.basicConfig(\n",
    "    filename=\"training.log\",\n",
    "    level=logging.INFO,\n",
    "    format=\"%(asctime)s - %(levelname)s - %(message)s\",\n",
    ")\n",
    "logger = logging.getLogger()\n",
    "\n",
    "# 训练参数\n",
    "lr = 0.0001\n",
    "batch_size = 64\n",
    "num_epochs = 100\n",
    "image_dir = \"/root/autodl-tmp/scene_img_abstract_v002_val2015\"\n",
    "\n",
    "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
    "\n",
    "# 加载 tokenizer\n",
    "tokenizer = BertTokenizer.from_pretrained(\"/root/models/bert\")\n",
    "\n",
    "# 数据增强与预处理\n",
    "transform = transforms.Compose([\n",
    "    transforms.Resize((224, 224)),\n",
    "    transforms.ToTensor(),\n",
    "    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])\n",
    "])\n",
    "\n",
    "# 加载数据\n",
    "dataset = VQADataset(merged_data, image_dir, tokenizer, transform)\n",
    "dataloader = DataLoader(dataset, batch_size=batch_size, shuffle=True, num_workers=4)\n",
    "\n",
    "# 初始化模型\n",
    "model = VQAModel(num_answers=len(dataset.answer_dict)).to(device)\n",
    "\n",
    "# 定义损失函数和优化器\n",
    "criterion = nn.CrossEntropyLoss(ignore_index=-1)  # 忽略 -1 标签, 这里很重要\n",
    "optimizer = optim.Adam(model.parameters(), lr=lr)\n",
    "scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer, mode=\"min\", factor=0.5, patience=5, verbose=True)\n",
    "\n",
    "scaler = torch.cuda.amp.GradScaler()  # 添加自动混合精度\n",
    "\n",
    "logger.info(\"Starting training...\")\n",
    "logger.info(f\"Total Epochs: {num_epochs}, Batch Size: {batch_size}, Learning Rate: {lr}\")\n",
    "logger.info(f\"Training on {device}\")\n",
    "\n",
    "# 开始训练\n",
    "for epoch in range(num_epochs):\n",
    "    model.train()\n",
    "    total_loss = 0\n",
    "\n",
    "    for batch_idx, (images, questions, labels) in enumerate(tqdm(dataloader)):\n",
    "\n",
    "        images = images.to(device)\n",
    "        questions = {k: v.squeeze(1).to(device) for k, v in questions.items()}\n",
    "        labels = labels.to(device).long()  # 确保 labels 是 long 类型\n",
    "        optimizer.zero_grad()\n",
    "\n",
    "        # 使用 FP16 训练\n",
    "        with torch.cuda.amp.autocast():\n",
    "            outputs = model(images, questions)\n",
    "            loss = criterion(outputs, labels)\n",
    "\n",
    "        scaler.scale(loss).backward()\n",
    "        scaler.step(optimizer)\n",
    "        scaler.update()\n",
    "\n",
    "        total_loss += loss.item()\n",
    "\n",
    "        # 记录梯度信息\n",
    "        if batch_idx % 10 == 0:\n",
    "            grads = {name: param.grad.norm().item() for name, param in model.named_parameters() if param.grad is not None}\n",
    "            logger.info(f\"Epoch [{epoch+1}/{num_epochs}], Batch [{batch_idx+1}/{len(dataloader)}], Loss: {loss.item():.4f}\")\n",
    "\n",
    "    avg_loss = total_loss / len(dataloader)\n",
    "    scheduler.step(avg_loss)  # 更新学习率\n",
    "    current_lr = optimizer.param_groups[0][\"lr\"]\n",
    "\n",
    "    # 记录 loss & lr\n",
    "    logger.info(f\"Epoch [{epoch+1}/{num_epochs}] Completed - Avg Loss: {avg_loss:.4f}, LR: {current_lr:.6f}\")\n",
    "    print(f\"Epoch [{epoch+1}/{num_epochs}], Loss: {avg_loss:.4f}, LR: {current_lr:.6f}\")\n",
    "\n",
    "    # 记录前 5 个预测值，检查模型是否收敛\n",
    "    with torch.no_grad():\n",
    "        sample_images, sample_questions, _ = next(iter(dataloader))\n",
    "        sample_images = sample_images.to(device)\n",
    "        sample_questions = {k: v.squeeze(1).to(device) for k, v in sample_questions.items()}\n",
    "\n",
    "        outputs = model(sample_images, sample_questions)\n",
    "        predicted_labels = torch.argmax(outputs, dim=1)\n",
    "        logger.info(f\"Sample Predictions: {predicted_labels[:5].tolist()}\")\n",
    "\n",
    "# 保存模型\n",
    "torch.save(model.state_dict(), \"vqa_model_1.pth\")\n",
    "logger.info(\"Training completed. Model saved.\")\n",
    "print(\"训练完成，模型已保存！\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83c63f1b-5979-4b33-a5e7-a2bb79d637f6",
   "metadata": {},
   "source": [
    "## 看一下推理效果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "27f091ff-2c46-4fb1-8f43-020e0068fa6e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "\n",
    "idx = random.randint(0, len(dataset) - 1)\n",
    "test_image, test_question_tokens, _ = dataset[idx]  # 忽略 label\n",
    "\n",
    "# 获取原始问题\n",
    "test_question_text = tokenizer.decode(\n",
    "    test_question_tokens[\"input_ids\"].squeeze().tolist(), skip_special_tokens=True\n",
    ")\n",
    "\n",
    "# 显示图片 + 问题\n",
    "plt.figure(figsize=(6, 6))\n",
    "plt.imshow(test_image.permute(1, 2, 0))  # 转换为 (H, W, C)\n",
    "plt.axis(\"off\")\n",
    "plt.title(f\"Q: {test_question_text}\", fontsize=12)\n",
    "plt.show()\n",
    "\n",
    "print(f\"测试问题: {test_question_text}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "33e4671c-ce01-4035-8b48-176e36762416",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 推理\n",
    "test_image = test_image.unsqueeze(0).to(device)  # 添加 batch 维度\n",
    "test_question_tokens = {k: v.to(device) for k, v in test_question_tokens.items()}\n",
    "\n",
    "with torch.no_grad():\n",
    "    output = model(test_image, test_question_tokens)\n",
    "    pred_idx = output.argmax(dim=1).item()  # 获取最大概率索引\n",
    "\n",
    "\n",
    "pred_answer = list(dataset.answer_dict.keys())[pred_idx]\n",
    "print(f\"模型预测答案: {pred_answer}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "05d59377-1f0a-43e9-96df-e50e7e95e27f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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